{
  "config": {
    "base_models_per_dimension": 6,
    "dimension_case_counts": {
      "3x0": 6,
      "3x1": 60,
      "3x2": 60,
      "3x3": 60,
      "3x4": 60,
      "3x5": 60,
      "3x6": 60,
      "3x7": 60,
      "3x8": 60,
      "4x0": 6,
      "4x1": 60,
      "4x2": 60,
      "4x3": 60,
      "4x4": 60,
      "4x5": 60,
      "4x6": 60,
      "4x7": 60,
      "4x8": 60,
      "5x0": 6,
      "5x1": 60,
      "5x2": 60,
      "5x3": 60,
      "5x4": 60,
      "5x5": 60,
      "5x6": 60,
      "5x7": 60,
      "5x8": 60,
      "6x0": 6,
      "6x1": 60,
      "6x2": 60,
      "6x3": 60,
      "6x4": 60,
      "6x5": 60,
      "6x6": 60,
      "6x7": 60,
      "6x8": 60
    },
    "failure_cases": 240,
    "full_recount_bins": "n (all declared bins)",
    "histories_per_base": 10,
    "master_seed": 20260906,
    "total_cases": 2184
  },
  "deterministic_result_digest": "84e39db03f0c8b35a5beeef1e1743b6dc57abcb0cccc6e4529fa0ca9e58847d4",
  "fail_closed": {
    "accepted": 240,
    "cases": 240,
    "status_counts": {
      "INSUFFICIENT_OBSERVABILITY": 120,
      "MODEL_CONTRADICTION": 120
    }
  },
  "fail_closed_cases": [
    {
      "bins": 3,
      "case_id": "failure-cc696570dc4c",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 0
    },
    {
      "bins": 4,
      "case_id": "failure-679d93596437",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 1
    },
    {
      "bins": 5,
      "case_id": "failure-4f0c1c4129a4",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 2
    },
    {
      "bins": 6,
      "case_id": "failure-dc461af28861",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 3
    },
    {
      "bins": 3,
      "case_id": "failure-29e21a1f3002",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 4
    },
    {
      "bins": 4,
      "case_id": "failure-f80c632def2b",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 5
    },
    {
      "bins": 5,
      "case_id": "failure-44933c050e23",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 6
    },
    {
      "bins": 6,
      "case_id": "failure-ee94a85bfc69",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 7
    },
    {
      "bins": 3,
      "case_id": "failure-057c4e5b1a6d",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 8
    },
    {
      "bins": 4,
      "case_id": "failure-260d6a9c6ab9",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 0
    },
    {
      "bins": 5,
      "case_id": "failure-45116f731306",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 1
    },
    {
      "bins": 6,
      "case_id": "failure-dff6facac9c2",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 2
    },
    {
      "bins": 3,
      "case_id": "failure-755ff8d84d89",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 3
    },
    {
      "bins": 4,
      "case_id": "failure-4060fd879c92",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 4
    },
    {
      "bins": 5,
      "case_id": "failure-ad7f0090daa9",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 5
    },
    {
      "bins": 6,
      "case_id": "failure-91803a0eaad1",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 6
    },
    {
      "bins": 3,
      "case_id": "failure-73ac26dea434",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 7
    },
    {
      "bins": 4,
      "case_id": "failure-a8cfd9588a78",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 8
    },
    {
      "bins": 5,
      "case_id": "failure-b349b50abee7",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 0
    },
    {
      "bins": 6,
      "case_id": "failure-833b6d6c4096",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 1
    },
    {
      "bins": 3,
      "case_id": "failure-fbcc69925e4f",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 2
    },
    {
      "bins": 4,
      "case_id": "failure-9f481227e161",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 3
    },
    {
      "bins": 5,
      "case_id": "failure-e43a5a2cf3fd",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 4
    },
    {
      "bins": 6,
      "case_id": "failure-1732ec31c5ee",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 5
    },
    {
      "bins": 3,
      "case_id": "failure-e155523abcda",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 6
    },
    {
      "bins": 4,
      "case_id": "failure-f02c680be4c5",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 7
    },
    {
      "bins": 5,
      "case_id": "failure-53129d18a6e9",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 8
    },
    {
      "bins": 6,
      "case_id": "failure-a8bd17a3cdeb",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 0
    },
    {
      "bins": 3,
      "case_id": "failure-0f462b913cdc",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 1
    },
    {
      "bins": 4,
      "case_id": "failure-50013bb5ba8d",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 2
    },
    {
      "bins": 5,
      "case_id": "failure-82a3893098df",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 3
    },
    {
      "bins": 6,
      "case_id": "failure-ef8755d9c076",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 4
    },
    {
      "bins": 3,
      "case_id": "failure-e8cc8cb6eb23",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 5
    },
    {
      "bins": 4,
      "case_id": "failure-1728612b4e15",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 6
    },
    {
      "bins": 5,
      "case_id": "failure-daf5e8d84164",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 7
    },
    {
      "bins": 6,
      "case_id": "failure-33b662955872",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 8
    },
    {
      "bins": 3,
      "case_id": "failure-4b860cd27fb0",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 0
    },
    {
      "bins": 4,
      "case_id": "failure-f17ea58e4bda",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 1
    },
    {
      "bins": 5,
      "case_id": "failure-12b2f577abda",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 2
    },
    {
      "bins": 6,
      "case_id": "failure-9e2171e6ec1c",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 3
    },
    {
      "bins": 3,
      "case_id": "failure-9f86a0b36d81",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 4
    },
    {
      "bins": 4,
      "case_id": "failure-e613e8ce7dc2",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 5
    },
    {
      "bins": 5,
      "case_id": "failure-8bcb0bd4dffc",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 6
    },
    {
      "bins": 6,
      "case_id": "failure-8289589b107a",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 7
    },
    {
      "bins": 3,
      "case_id": "failure-97d95678c375",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 8
    },
    {
      "bins": 4,
      "case_id": "failure-bb562e6df3d7",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 0
    },
    {
      "bins": 5,
      "case_id": "failure-5b1258ee27d4",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 1
    },
    {
      "bins": 6,
      "case_id": "failure-ca8e12391200",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 2
    },
    {
      "bins": 3,
      "case_id": "failure-fd58e2632819",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 3
    },
    {
      "bins": 4,
      "case_id": "failure-743c802eb289",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 4
    },
    {
      "bins": 5,
      "case_id": "failure-75effef94046",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 5
    },
    {
      "bins": 6,
      "case_id": "failure-ebe7faf94eef",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 6
    },
    {
      "bins": 3,
      "case_id": "failure-81b980fd1e88",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 7
    },
    {
      "bins": 4,
      "case_id": "failure-dd006b3eafdb",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 8
    },
    {
      "bins": 5,
      "case_id": "failure-e8de9f930dfa",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 0
    },
    {
      "bins": 6,
      "case_id": "failure-168e7e58a0c3",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 1
    },
    {
      "bins": 3,
      "case_id": "failure-4a1d3dd8960a",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 2
    },
    {
      "bins": 4,
      "case_id": "failure-5517ec1097ff",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 3
    },
    {
      "bins": 5,
      "case_id": "failure-d065d13f3e50",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 4
    },
    {
      "bins": 6,
      "case_id": "failure-4e13bfbc3cbb",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 5
    },
    {
      "bins": 3,
      "case_id": "failure-21cfbf3d27b8",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 6
    },
    {
      "bins": 4,
      "case_id": "failure-d30866f4875e",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 7
    },
    {
      "bins": 5,
      "case_id": "failure-71bd48ad6386",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 8
    },
    {
      "bins": 6,
      "case_id": "failure-dc937dd72b3c",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 0
    },
    {
      "bins": 3,
      "case_id": "failure-846b85c3a2eb",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 1
    },
    {
      "bins": 4,
      "case_id": "failure-3806c642b232",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 2
    },
    {
      "bins": 5,
      "case_id": "failure-029cea62719e",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 3
    },
    {
      "bins": 6,
      "case_id": "failure-b30ba4d66633",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 4
    },
    {
      "bins": 3,
      "case_id": "failure-23d8e6c16620",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 5
    },
    {
      "bins": 4,
      "case_id": "failure-c81df968d43c",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 6
    },
    {
      "bins": 5,
      "case_id": "failure-a7c0a91038a9",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 7
    },
    {
      "bins": 6,
      "case_id": "failure-7a7913f1ea9b",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 8
    },
    {
      "bins": 3,
      "case_id": "failure-45c732a97fe7",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 0
    },
    {
      "bins": 4,
      "case_id": "failure-b352651770d1",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 1
    },
    {
      "bins": 5,
      "case_id": "failure-b4f965a5abbd",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 2
    },
    {
      "bins": 6,
      "case_id": "failure-de61527a2803",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 3
    },
    {
      "bins": 3,
      "case_id": "failure-b12ba3ac43df",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 4
    },
    {
      "bins": 4,
      "case_id": "failure-5c5ce037b33b",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 5
    },
    {
      "bins": 5,
      "case_id": "failure-e936d90c96ab",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 6
    },
    {
      "bins": 6,
      "case_id": "failure-f367789241a7",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 7
    },
    {
      "bins": 3,
      "case_id": "failure-369f86a8aa81",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 8
    },
    {
      "bins": 4,
      "case_id": "failure-4fd449418b9d",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 0
    },
    {
      "bins": 5,
      "case_id": "failure-798bf0ba7284",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 1
    },
    {
      "bins": 6,
      "case_id": "failure-54006e4dcbf4",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 2
    },
    {
      "bins": 3,
      "case_id": "failure-da4ae941b5e1",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 3
    },
    {
      "bins": 4,
      "case_id": "failure-ad86564f181d",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 4
    },
    {
      "bins": 5,
      "case_id": "failure-0a4ccfa8197a",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 5
    },
    {
      "bins": 6,
      "case_id": "failure-7b308ae2499b",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 6
    },
    {
      "bins": 3,
      "case_id": "failure-0ac201e6fa00",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 7
    },
    {
      "bins": 4,
      "case_id": "failure-44c0ac296192",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 8
    },
    {
      "bins": 5,
      "case_id": "failure-d9e3ef3effe4",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 0
    },
    {
      "bins": 6,
      "case_id": "failure-f7781d73fa9b",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 1
    },
    {
      "bins": 3,
      "case_id": "failure-441e56f81ba6",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 2
    },
    {
      "bins": 4,
      "case_id": "failure-4f2b963ee502",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 3
    },
    {
      "bins": 5,
      "case_id": "failure-b457b9b3b2c6",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 4
    },
    {
      "bins": 6,
      "case_id": "failure-591c2894cf70",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 5
    },
    {
      "bins": 3,
      "case_id": "failure-4cd9351ba0fb",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 6
    },
    {
      "bins": 4,
      "case_id": "failure-92533a398c1f",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 7
    },
    {
      "bins": 5,
      "case_id": "failure-52f788fb2514",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 8
    },
    {
      "bins": 6,
      "case_id": "failure-80a52d828238",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 0
    },
    {
      "bins": 3,
      "case_id": "failure-be2ded212934",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 1
    },
    {
      "bins": 4,
      "case_id": "failure-cbd03f05470a",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 2
    },
    {
      "bins": 5,
      "case_id": "failure-bd91b30dca43",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 3
    },
    {
      "bins": 6,
      "case_id": "failure-82a69da1d4d8",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 4
    },
    {
      "bins": 3,
      "case_id": "failure-33eaaf32dbe5",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 5
    },
    {
      "bins": 4,
      "case_id": "failure-426b6628ab1b",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 6
    },
    {
      "bins": 5,
      "case_id": "failure-3512d76f9aa3",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 7
    },
    {
      "bins": 6,
      "case_id": "failure-d3b6bd416436",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 8
    },
    {
      "bins": 3,
      "case_id": "failure-05ef5619791d",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 0
    },
    {
      "bins": 4,
      "case_id": "failure-104bbc79a5f6",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 1
    },
    {
      "bins": 5,
      "case_id": "failure-36656e8686fa",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 2
    },
    {
      "bins": 6,
      "case_id": "failure-bfe02dafa7a6",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 3
    },
    {
      "bins": 3,
      "case_id": "failure-f6d12e99b0cc",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 4
    },
    {
      "bins": 4,
      "case_id": "failure-d132865a882a",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 5
    },
    {
      "bins": 5,
      "case_id": "failure-644ce32f46de",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 6
    },
    {
      "bins": 6,
      "case_id": "failure-d702f6fba799",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 7
    },
    {
      "bins": 3,
      "case_id": "failure-ab724c27ea1c",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 8
    },
    {
      "bins": 4,
      "case_id": "failure-3b88d0639362",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 0
    },
    {
      "bins": 5,
      "case_id": "failure-9478c8c5b98c",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 1
    },
    {
      "bins": 6,
      "case_id": "failure-d70e5ba8f09c",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 2
    },
    {
      "bins": 3,
      "case_id": "failure-76c8703502f0",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 3
    },
    {
      "bins": 4,
      "case_id": "failure-d8a369d65753",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 4
    },
    {
      "bins": 5,
      "case_id": "failure-16f78742be67",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 5
    },
    {
      "bins": 6,
      "case_id": "failure-cd36ea375348",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 6
    },
    {
      "bins": 3,
      "case_id": "failure-8e2fc864acff",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 7
    },
    {
      "bins": 4,
      "case_id": "failure-3e6d54f55396",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 8
    },
    {
      "bins": 5,
      "case_id": "failure-ef23564fc0c3",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 0
    },
    {
      "bins": 6,
      "case_id": "failure-5108f164c7a9",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 1
    },
    {
      "bins": 3,
      "case_id": "failure-ae287875440b",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 2
    },
    {
      "bins": 4,
      "case_id": "failure-8062e96e1803",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 3
    },
    {
      "bins": 5,
      "case_id": "failure-9dfdf502b60e",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 4
    },
    {
      "bins": 6,
      "case_id": "failure-8c3364836980",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 5
    },
    {
      "bins": 3,
      "case_id": "failure-492336c87b1b",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 6
    },
    {
      "bins": 4,
      "case_id": "failure-e6e24f3b8251",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 7
    },
    {
      "bins": 5,
      "case_id": "failure-86e47677abb1",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 8
    },
    {
      "bins": 6,
      "case_id": "failure-a187cd1ea451",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 0
    },
    {
      "bins": 3,
      "case_id": "failure-f1577ebb168f",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 1
    },
    {
      "bins": 4,
      "case_id": "failure-1616f27eeaed",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 2
    },
    {
      "bins": 5,
      "case_id": "failure-fb101d3311f9",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 3
    },
    {
      "bins": 6,
      "case_id": "failure-ce406b0b8188",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 4
    },
    {
      "bins": 3,
      "case_id": "failure-ebf7e0a36104",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 5
    },
    {
      "bins": 4,
      "case_id": "failure-4da515dd284f",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 6
    },
    {
      "bins": 5,
      "case_id": "failure-98d53b819a5b",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 7
    },
    {
      "bins": 6,
      "case_id": "failure-f106e7f758c8",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 8
    },
    {
      "bins": 3,
      "case_id": "failure-22104c5f13b7",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 0
    },
    {
      "bins": 4,
      "case_id": "failure-1f375e4147be",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 1
    },
    {
      "bins": 5,
      "case_id": "failure-26e376a0255d",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 2
    },
    {
      "bins": 6,
      "case_id": "failure-555c450d0fb5",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 3
    },
    {
      "bins": 3,
      "case_id": "failure-f598dca3da0c",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 4
    },
    {
      "bins": 4,
      "case_id": "failure-5a6b378f362a",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 5
    },
    {
      "bins": 5,
      "case_id": "failure-94cba586017d",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 6
    },
    {
      "bins": 6,
      "case_id": "failure-5782feaae28a",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 7
    },
    {
      "bins": 3,
      "case_id": "failure-5d784631f5f2",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 8
    },
    {
      "bins": 4,
      "case_id": "failure-ed5b41822489",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 0
    },
    {
      "bins": 5,
      "case_id": "failure-8ef461a9b718",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 1
    },
    {
      "bins": 6,
      "case_id": "failure-4f908891a4ba",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 2
    },
    {
      "bins": 3,
      "case_id": "failure-a0a3ed154609",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 3
    },
    {
      "bins": 4,
      "case_id": "failure-1fa92d1dc27a",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 4
    },
    {
      "bins": 5,
      "case_id": "failure-20a345dda56f",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 5
    },
    {
      "bins": 6,
      "case_id": "failure-18a61aa9e403",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 6
    },
    {
      "bins": 3,
      "case_id": "failure-c928d3cdbd74",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 7
    },
    {
      "bins": 4,
      "case_id": "failure-25e9f774c4e2",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 8
    },
    {
      "bins": 5,
      "case_id": "failure-14b73c6531da",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 0
    },
    {
      "bins": 6,
      "case_id": "failure-25f3a7bebdd0",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 1
    },
    {
      "bins": 3,
      "case_id": "failure-337bc35fe85a",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 2
    },
    {
      "bins": 4,
      "case_id": "failure-220b6cd6c634",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 3
    },
    {
      "bins": 5,
      "case_id": "failure-0734649490f0",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 4
    },
    {
      "bins": 6,
      "case_id": "failure-5e12d0ee5bb1",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 5
    },
    {
      "bins": 3,
      "case_id": "failure-ffa2466a3f71",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 6
    },
    {
      "bins": 4,
      "case_id": "failure-c9251082af37",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 7
    },
    {
      "bins": 5,
      "case_id": "failure-caabd30f925d",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 8
    },
    {
      "bins": 6,
      "case_id": "failure-7d8dd4ca7c01",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 0
    },
    {
      "bins": 3,
      "case_id": "failure-3fea3a650e97",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 1
    },
    {
      "bins": 4,
      "case_id": "failure-14f566c10a5c",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 2
    },
    {
      "bins": 5,
      "case_id": "failure-fd194132a5c0",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 3
    },
    {
      "bins": 6,
      "case_id": "failure-a2105b9d999b",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 4
    },
    {
      "bins": 3,
      "case_id": "failure-c10cc1ee4494",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 5
    },
    {
      "bins": 4,
      "case_id": "failure-ed737ce3ba9a",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 6
    },
    {
      "bins": 5,
      "case_id": "failure-ee4f2c418174",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 7
    },
    {
      "bins": 6,
      "case_id": "failure-4dbae1dc839d",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 8
    },
    {
      "bins": 3,
      "case_id": "failure-605bbe22ace3",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 0
    },
    {
      "bins": 4,
      "case_id": "failure-f0417e2d7e18",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 1
    },
    {
      "bins": 5,
      "case_id": "failure-bed3faeb3a43",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 2
    },
    {
      "bins": 6,
      "case_id": "failure-69c96726e871",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 3
    },
    {
      "bins": 3,
      "case_id": "failure-03d080a41e14",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 4
    },
    {
      "bins": 4,
      "case_id": "failure-d79d60d7a989",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 5
    },
    {
      "bins": 5,
      "case_id": "failure-a33cdc181758",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 6
    },
    {
      "bins": 6,
      "case_id": "failure-218accac4cbb",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 7
    },
    {
      "bins": 3,
      "case_id": "failure-710279976ae8",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 8
    },
    {
      "bins": 4,
      "case_id": "failure-dcfe97ccbc95",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 0
    },
    {
      "bins": 5,
      "case_id": "failure-dcaa5f395725",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 1
    },
    {
      "bins": 6,
      "case_id": "failure-12bf4a5fbfa6",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 2
    },
    {
      "bins": 3,
      "case_id": "failure-2cab8f9fbe49",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 3
    },
    {
      "bins": 4,
      "case_id": "failure-9648c96d3b1d",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 4
    },
    {
      "bins": 5,
      "case_id": "failure-948673412148",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 5
    },
    {
      "bins": 6,
      "case_id": "failure-8d3b90f6478f",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 6
    },
    {
      "bins": 3,
      "case_id": "failure-1aeb3646fe5e",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 7
    },
    {
      "bins": 4,
      "case_id": "failure-641923b01f18",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 8
    },
    {
      "bins": 5,
      "case_id": "failure-b0b35347ed8b",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 0
    },
    {
      "bins": 6,
      "case_id": "failure-09409f0366fc",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 1
    },
    {
      "bins": 3,
      "case_id": "failure-4098de27b61b",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 2
    },
    {
      "bins": 4,
      "case_id": "failure-29916c8ab440",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 3
    },
    {
      "bins": 5,
      "case_id": "failure-ca5b4e57d4fc",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 4
    },
    {
      "bins": 6,
      "case_id": "failure-77c88169a456",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 5
    },
    {
      "bins": 3,
      "case_id": "failure-118d232fa116",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 6
    },
    {
      "bins": 4,
      "case_id": "failure-aa717a22e53b",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 7
    },
    {
      "bins": 5,
      "case_id": "failure-10111abddeea",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 8
    },
    {
      "bins": 6,
      "case_id": "failure-4a445ed8cf93",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 0
    },
    {
      "bins": 3,
      "case_id": "failure-c1d360cc2fd0",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 1
    },
    {
      "bins": 4,
      "case_id": "failure-3ee365d12c3c",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 2
    },
    {
      "bins": 5,
      "case_id": "failure-bccf4b39fa5b",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 3
    },
    {
      "bins": 6,
      "case_id": "failure-8ff8aa6e46c7",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 4
    },
    {
      "bins": 3,
      "case_id": "failure-bec8988e565a",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 5
    },
    {
      "bins": 4,
      "case_id": "failure-edd6029fdb70",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 6
    },
    {
      "bins": 5,
      "case_id": "failure-06c3c8d9b489",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 7
    },
    {
      "bins": 6,
      "case_id": "failure-907d9d297bf2",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 8
    },
    {
      "bins": 3,
      "case_id": "failure-c7ffc4b6df95",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 0
    },
    {
      "bins": 4,
      "case_id": "failure-77f8ebd27a40",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 1
    },
    {
      "bins": 5,
      "case_id": "failure-b49a33aadb53",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 2
    },
    {
      "bins": 6,
      "case_id": "failure-7507298f483f",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 3
    },
    {
      "bins": 3,
      "case_id": "failure-106b29b57e2e",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 4
    },
    {
      "bins": 4,
      "case_id": "failure-ccf9e83564f0",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 5
    },
    {
      "bins": 5,
      "case_id": "failure-0bb7199a8240",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 6
    },
    {
      "bins": 6,
      "case_id": "failure-423e515479eb",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 7
    },
    {
      "bins": 3,
      "case_id": "failure-d91cc991cd90",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 8
    },
    {
      "bins": 4,
      "case_id": "failure-f3aa77bc1861",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 0
    },
    {
      "bins": 5,
      "case_id": "failure-546d3d3ec27c",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 1
    },
    {
      "bins": 6,
      "case_id": "failure-a96002834c10",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 2
    },
    {
      "bins": 3,
      "case_id": "failure-4f73938d8602",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 3
    },
    {
      "bins": 4,
      "case_id": "failure-60c2a24eeabd",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 4
    },
    {
      "bins": 5,
      "case_id": "failure-26e67be0a555",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 5
    },
    {
      "bins": 6,
      "case_id": "failure-3d5e595b2b7f",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 6
    },
    {
      "bins": 3,
      "case_id": "failure-509e7b740746",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 7
    },
    {
      "bins": 4,
      "case_id": "failure-98647badef5b",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 8
    },
    {
      "bins": 5,
      "case_id": "failure-ec3b3d16c07a",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 0
    },
    {
      "bins": 6,
      "case_id": "failure-11af1202dab2",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 1
    },
    {
      "bins": 3,
      "case_id": "failure-e5c74a49cc1a",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 2
    },
    {
      "bins": 4,
      "case_id": "failure-ff86479d1964",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 3
    },
    {
      "bins": 5,
      "case_id": "failure-472b2e257999",
      "category": "ineligible_scope",
      "kind": "intentional_fail_closed",
      "status": "INSUFFICIENT_OBSERVABILITY",
      "uncertain_transfers": 4
    },
    {
      "bins": 6,
      "case_id": "failure-53afb5284885",
      "category": "model_contradiction",
      "kind": "intentional_fail_closed",
      "status": "MODEL_CONTRADICTION",
      "uncertain_transfers": 5
    }
  ],
  "generated_at_utc": "2026-09-06T07:36:29.666091+00:00",
  "git": {
    "head_before": "46cdc4c82ca605efef643f286536e0dcb3e785db"
  },
  "recommendation": "KEEP EXISTING OBJECTIVE",
  "regression": {
    "summary": "91 passed, 2 warnings in 281.15 seconds"
  },
  "representatives": {
    "action_changed_same_worst": {
      "bins": 5,
      "case_id": "case-5f23e0e7a0a0",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 80,
        "total": 80,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 760,
        "total": 760,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 680,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        20,
        11,
        24,
        26,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    "no_win": {
      "bins": 5,
      "case_id": "case-000ee9d4a9bc",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        21,
        28,
        21,
        20,
        22
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    "strong_win": {
      "bins": 5,
      "case_id": "case-803abdb4e5ca",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 388,
        "total": 388,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 384,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        23,
        25,
        17,
        26,
        14
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 3
    }
  },
  "runtime_seconds": 14.829045400000723,
  "schema": "countback-goal-3a-usefulness-v1",
  "summary": {
    "by_bins": [
      {
        "action_changed": 150,
        "bins": 3,
        "cases": 486,
        "no_advantage": 171,
        "realized_memory_distribution": {
          "0": 54,
          "1": 1308,
          "2": 5926
        },
        "realized_no_memory_distribution": {
          "0": 6,
          "1": 1090,
          "2": 14640
        },
        "strict_advantage": 315,
        "total_delta_distribution": {
          "0": 171,
          "2": 36,
          "4": 16,
          "6": 15,
          "8": 14,
          "10": 15,
          "12": 7,
          "14": 8,
          "16": 9,
          "17": 4,
          "18": 5,
          "20": 1,
          "22": 3,
          "24": 4,
          "25": 1,
          "26": 6,
          "27": 1,
          "28": 9,
          "30": 11,
          "32": 7,
          "34": 2,
          "36": 3,
          "38": 3,
          "40": 6,
          "41": 3,
          "44": 2,
          "48": 4,
          "50": 1,
          "52": 1,
          "53": 1,
          "54": 5,
          "56": 4,
          "58": 4,
          "60": 3,
          "62": 2,
          "64": 2,
          "68": 1,
          "70": 2,
          "72": 2,
          "74": 3,
          "76": 1,
          "77": 1,
          "78": 1,
          "80": 1,
          "82": 4,
          "84": 5,
          "88": 4,
          "90": 2,
          "93": 1,
          "94": 1,
          "96": 3,
          "99": 1,
          "100": 1,
          "102": 1,
          "103": 1,
          "104": 1,
          "105": 1,
          "106": 1,
          "108": 2,
          "112": 2,
          "114": 2,
          "116": 1,
          "123": 2,
          "126": 1,
          "127": 1,
          "128": 2,
          "130": 3,
          "131": 2,
          "132": 1,
          "136": 1,
          "138": 1,
          "142": 1,
          "144": 1,
          "156": 2,
          "158": 1,
          "162": 1,
          "164": 1,
          "166": 1,
          "168": 3,
          "170": 2,
          "172": 1,
          "174": 1,
          "176": 1,
          "178": 2,
          "180": 1,
          "181": 1,
          "183": 1,
          "186": 1,
          "188": 2,
          "190": 4,
          "196": 1,
          "210": 2,
          "212": 1,
          "225": 1,
          "232": 2,
          "236": 1,
          "237": 1
        },
        "total_improved": 315,
        "worst_depth_delta_distribution": {
          "0": 298,
          "1": 170,
          "2": 18
        },
        "worst_depth_improved": 188,
        "worst_depth_same_total_improved": 127
      },
      {
        "action_changed": 116,
        "bins": 4,
        "cases": 486,
        "no_advantage": 189,
        "realized_memory_distribution": {
          "0": 40,
          "1": 1014,
          "2": 6097,
          "3": 2542
        },
        "realized_no_memory_distribution": {
          "0": 6,
          "1": 750,
          "2": 12320,
          "3": 7600
        },
        "strict_advantage": 297,
        "total_delta_distribution": {
          "0": 189,
          "1": 3,
          "2": 26,
          "3": 1,
          "4": 17,
          "6": 4,
          "8": 3,
          "10": 9,
          "12": 12,
          "14": 23,
          "16": 19,
          "19": 1,
          "20": 4,
          "22": 8,
          "24": 1,
          "28": 2,
          "30": 1,
          "32": 5,
          "40": 1,
          "42": 1,
          "44": 6,
          "48": 12,
          "56": 3,
          "60": 2,
          "62": 1,
          "64": 1,
          "68": 2,
          "72": 6,
          "74": 1,
          "80": 3,
          "84": 1,
          "90": 5,
          "92": 4,
          "94": 2,
          "96": 2,
          "104": 2,
          "108": 1,
          "110": 1,
          "112": 2,
          "116": 2,
          "117": 1,
          "120": 5,
          "122": 1,
          "126": 3,
          "128": 3,
          "132": 4,
          "134": 1,
          "146": 5,
          "148": 4,
          "150": 1,
          "152": 2,
          "154": 2,
          "160": 3,
          "166": 1,
          "168": 1,
          "172": 1,
          "174": 1,
          "176": 3,
          "186": 2,
          "190": 1,
          "194": 1,
          "198": 3,
          "204": 1,
          "206": 4,
          "208": 1,
          "216": 4,
          "226": 1,
          "232": 1,
          "240": 1,
          "250": 1,
          "256": 2,
          "260": 1,
          "262": 2,
          "268": 1,
          "269": 1,
          "272": 1,
          "274": 1,
          "278": 1,
          "288": 2,
          "290": 1,
          "302": 1,
          "304": 1,
          "317": 1,
          "318": 1,
          "320": 1,
          "322": 1,
          "324": 1,
          "326": 1,
          "340": 1,
          "351": 2,
          "362": 1,
          "368": 3,
          "378": 1,
          "386": 1,
          "404": 1,
          "406": 1,
          "412": 2
        },
        "total_improved": 297,
        "worst_depth_delta_distribution": {
          "0": 279,
          "1": 195,
          "2": 12
        },
        "worst_depth_improved": 207,
        "worst_depth_same_total_improved": 90
      },
      {
        "action_changed": 109,
        "bins": 5,
        "cases": 486,
        "no_advantage": 224,
        "realized_memory_distribution": {
          "0": 28,
          "1": 677,
          "2": 5196,
          "3": 6918,
          "4": 68
        },
        "realized_no_memory_distribution": {
          "0": 6,
          "1": 470,
          "2": 6660,
          "3": 19000,
          "4": 200
        },
        "strict_advantage": 262,
        "total_delta_distribution": {
          "0": 224,
          "1": 1,
          "2": 22,
          "3": 1,
          "4": 2,
          "6": 11,
          "8": 13,
          "10": 4,
          "12": 15,
          "14": 4,
          "16": 13,
          "18": 1,
          "20": 4,
          "24": 4,
          "26": 1,
          "28": 4,
          "30": 5,
          "32": 1,
          "36": 2,
          "40": 2,
          "42": 1,
          "44": 3,
          "48": 3,
          "52": 1,
          "56": 4,
          "60": 3,
          "61": 1,
          "62": 1,
          "64": 4,
          "66": 2,
          "68": 2,
          "70": 1,
          "72": 5,
          "74": 1,
          "76": 2,
          "78": 1,
          "80": 1,
          "82": 3,
          "88": 1,
          "94": 2,
          "96": 3,
          "100": 1,
          "104": 1,
          "106": 1,
          "108": 1,
          "110": 1,
          "112": 4,
          "114": 2,
          "118": 2,
          "124": 1,
          "126": 1,
          "128": 3,
          "148": 3,
          "160": 5,
          "168": 2,
          "172": 1,
          "176": 7,
          "177": 1,
          "184": 2,
          "188": 2,
          "192": 2,
          "196": 1,
          "198": 1,
          "206": 1,
          "216": 1,
          "220": 1,
          "232": 1,
          "234": 2,
          "240": 3,
          "244": 1,
          "276": 1,
          "292": 1,
          "316": 4,
          "322": 2,
          "332": 1,
          "384": 5,
          "392": 5,
          "435": 2,
          "450": 1,
          "468": 1,
          "490": 1,
          "492": 1,
          "494": 2,
          "496": 1,
          "508": 2,
          "524": 1,
          "536": 1,
          "552": 1,
          "553": 1,
          "568": 1,
          "576": 2,
          "624": 1,
          "632": 2,
          "640": 4,
          "680": 1,
          "696": 2,
          "704": 1,
          "728": 1,
          "736": 2,
          "744": 1
        },
        "total_improved": 262,
        "worst_depth_delta_distribution": {
          "0": 322,
          "1": 144,
          "2": 19,
          "3": 1
        },
        "worst_depth_improved": 164,
        "worst_depth_same_total_improved": 98
      },
      {
        "action_changed": 90,
        "bins": 6,
        "cases": 486,
        "no_advantage": 250,
        "realized_memory_distribution": {
          "0": 28,
          "1": 492,
          "2": 3768,
          "3": 9374,
          "4": 1766,
          "5": 160
        },
        "realized_no_memory_distribution": {
          "0": 6,
          "1": 430,
          "2": 3700,
          "3": 19460,
          "4": 4440,
          "5": 320
        },
        "strict_advantage": 236,
        "total_delta_distribution": {
          "0": 250,
          "1": 1,
          "2": 19,
          "3": 3,
          "4": 10,
          "6": 5,
          "8": 5,
          "10": 4,
          "12": 7,
          "14": 2,
          "16": 8,
          "20": 4,
          "21": 2,
          "24": 5,
          "28": 7,
          "30": 1,
          "32": 1,
          "36": 2,
          "38": 1,
          "40": 4,
          "44": 3,
          "48": 5,
          "52": 2,
          "56": 3,
          "62": 3,
          "64": 3,
          "72": 2,
          "76": 2,
          "80": 4,
          "84": 1,
          "86": 1,
          "88": 1,
          "90": 1,
          "96": 7,
          "104": 4,
          "108": 1,
          "112": 3,
          "116": 2,
          "120": 1,
          "122": 2,
          "128": 1,
          "132": 2,
          "142": 2,
          "146": 2,
          "152": 2,
          "160": 2,
          "162": 1,
          "168": 2,
          "170": 1,
          "176": 1,
          "178": 1,
          "184": 1,
          "188": 3,
          "192": 4,
          "204": 1,
          "208": 1,
          "216": 1,
          "226": 1,
          "244": 1,
          "256": 2,
          "276": 1,
          "278": 1,
          "288": 1,
          "292": 1,
          "300": 2,
          "308": 2,
          "310": 1,
          "312": 1,
          "320": 3,
          "332": 1,
          "336": 1,
          "338": 1,
          "356": 1,
          "364": 2,
          "370": 1,
          "384": 1,
          "388": 2,
          "400": 1,
          "404": 1,
          "416": 6,
          "424": 1,
          "426": 1,
          "464": 1,
          "484": 2,
          "512": 1,
          "532": 1,
          "554": 1,
          "586": 1,
          "608": 2,
          "616": 2,
          "640": 2,
          "652": 1,
          "672": 2,
          "680": 1,
          "682": 1,
          "712": 1,
          "720": 1,
          "736": 7,
          "738": 1,
          "768": 1
        },
        "total_improved": 236,
        "worst_depth_delta_distribution": {
          "0": 325,
          "1": 130,
          "2": 29,
          "3": 2
        },
        "worst_depth_improved": 161,
        "worst_depth_same_total_improved": 75
      }
    ],
    "by_transfers": [
      {
        "action_changed": 0,
        "cases": 24,
        "no_advantage": 24,
        "realized_memory_distribution": {
          "0": 24
        },
        "realized_no_memory_distribution": {
          "0": 24
        },
        "strict_advantage": 0,
        "total_delta_distribution": {
          "0": 24
        },
        "total_improved": 0,
        "uncertain_transfers": 0,
        "worst_depth_delta_distribution": {
          "0": 24
        },
        "worst_depth_improved": 0,
        "worst_depth_same_total_improved": 0
      },
      {
        "action_changed": 71,
        "cases": 240,
        "no_advantage": 169,
        "realized_memory_distribution": {
          "0": 71,
          "1": 338
        },
        "realized_no_memory_distribution": {
          "1": 480
        },
        "strict_advantage": 71,
        "total_delta_distribution": {
          "0": 169,
          "2": 71
        },
        "total_improved": 71,
        "uncertain_transfers": 1,
        "worst_depth_delta_distribution": {
          "0": 169,
          "1": 71
        },
        "worst_depth_improved": 71,
        "worst_depth_same_total_improved": 0
      },
      {
        "action_changed": 54,
        "cases": 240,
        "no_advantage": 136,
        "realized_memory_distribution": {
          "0": 36,
          "1": 544,
          "2": 116
        },
        "realized_no_memory_distribution": {
          "1": 710,
          "2": 220
        },
        "strict_advantage": 104,
        "total_delta_distribution": {
          "0": 136,
          "1": 5,
          "2": 32,
          "3": 5,
          "4": 43,
          "6": 17,
          "8": 2
        },
        "total_improved": 104,
        "uncertain_transfers": 2,
        "worst_depth_delta_distribution": {
          "0": 173,
          "1": 56,
          "2": 11
        },
        "worst_depth_improved": 67,
        "worst_depth_same_total_improved": 37
      },
      {
        "action_changed": 69,
        "cases": 240,
        "no_advantage": 106,
        "realized_memory_distribution": {
          "0": 9,
          "1": 604,
          "2": 652
        },
        "realized_no_memory_distribution": {
          "1": 560,
          "2": 1360
        },
        "strict_advantage": 134,
        "total_delta_distribution": {
          "0": 106,
          "4": 2,
          "6": 18,
          "8": 28,
          "10": 27,
          "12": 35,
          "14": 21,
          "16": 3
        },
        "total_improved": 134,
        "uncertain_transfers": 3,
        "worst_depth_delta_distribution": {
          "0": 141,
          "1": 90,
          "2": 9
        },
        "worst_depth_improved": 99,
        "worst_depth_same_total_improved": 35
      },
      {
        "action_changed": 43,
        "cases": 240,
        "no_advantage": 98,
        "realized_memory_distribution": {
          "0": 5,
          "1": 540,
          "2": 1592,
          "3": 80
        },
        "realized_no_memory_distribution": {
          "1": 460,
          "2": 2940,
          "3": 160
        },
        "strict_advantage": 142,
        "total_delta_distribution": {
          "0": 98,
          "8": 5,
          "10": 5,
          "12": 3,
          "14": 16,
          "16": 32,
          "17": 4,
          "18": 6,
          "20": 12,
          "21": 2,
          "22": 10,
          "24": 8,
          "26": 7,
          "28": 19,
          "30": 8,
          "32": 3,
          "36": 1,
          "38": 1
        },
        "total_improved": 142,
        "uncertain_transfers": 4,
        "worst_depth_delta_distribution": {
          "0": 163,
          "1": 70,
          "2": 7
        },
        "worst_depth_improved": 77,
        "worst_depth_same_total_improved": 65
      },
      {
        "action_changed": 40,
        "cases": 240,
        "no_advantage": 106,
        "realized_memory_distribution": {
          "0": 3,
          "1": 472,
          "2": 2840,
          "3": 812
        },
        "realized_no_memory_distribution": {
          "1": 320,
          "2": 4700,
          "3": 1600
        },
        "strict_advantage": 134,
        "total_delta_distribution": {
          "0": 106,
          "12": 2,
          "16": 14,
          "19": 1,
          "22": 1,
          "24": 6,
          "25": 1,
          "27": 1,
          "28": 2,
          "30": 3,
          "32": 9,
          "34": 2,
          "36": 6,
          "38": 3,
          "40": 10,
          "42": 2,
          "44": 14,
          "48": 12,
          "52": 1,
          "54": 1,
          "56": 9,
          "58": 1,
          "60": 7,
          "61": 1,
          "62": 5,
          "64": 4,
          "68": 2,
          "72": 4,
          "74": 1,
          "76": 1,
          "78": 1,
          "80": 4,
          "82": 2,
          "88": 1
        },
        "total_improved": 134,
        "uncertain_transfers": 5,
        "worst_depth_delta_distribution": {
          "0": 160,
          "1": 68,
          "2": 11,
          "3": 1
        },
        "worst_depth_improved": 80,
        "worst_depth_same_total_improved": 54
      },
      {
        "action_changed": 64,
        "cases": 240,
        "no_advantage": 59,
        "realized_memory_distribution": {
          "1": 361,
          "2": 3348,
          "3": 2340,
          "4": 140
        },
        "realized_no_memory_distribution": {
          "1": 100,
          "2": 6420,
          "3": 5760,
          "4": 520
        },
        "strict_advantage": 181,
        "total_delta_distribution": {
          "0": 59,
          "12": 1,
          "28": 1,
          "30": 4,
          "32": 1,
          "40": 2,
          "41": 3,
          "48": 12,
          "50": 1,
          "52": 3,
          "53": 1,
          "54": 4,
          "56": 2,
          "58": 2,
          "60": 1,
          "62": 2,
          "64": 4,
          "66": 2,
          "68": 3,
          "70": 1,
          "72": 8,
          "74": 4,
          "76": 2,
          "77": 1,
          "78": 1,
          "80": 5,
          "82": 3,
          "84": 4,
          "86": 1,
          "88": 1,
          "90": 5,
          "92": 4,
          "94": 3,
          "96": 12,
          "100": 2,
          "104": 8,
          "106": 2,
          "108": 2,
          "110": 1,
          "112": 8,
          "116": 3,
          "118": 2,
          "120": 5,
          "126": 1,
          "128": 4,
          "132": 5,
          "142": 2,
          "146": 2,
          "148": 3,
          "152": 4,
          "160": 7,
          "162": 1,
          "168": 2,
          "170": 1,
          "172": 1,
          "176": 4,
          "184": 1,
          "188": 5,
          "192": 1
        },
        "total_improved": 181,
        "uncertain_transfers": 6,
        "worst_depth_delta_distribution": {
          "0": 131,
          "1": 97,
          "2": 11,
          "3": 1
        },
        "worst_depth_improved": 109,
        "worst_depth_same_total_improved": 72
      },
      {
        "action_changed": 63,
        "cases": 240,
        "no_advantage": 79,
        "realized_memory_distribution": {
          "0": 2,
          "1": 252,
          "2": 6428,
          "3": 4528,
          "4": 590
        },
        "realized_no_memory_distribution": {
          "1": 30,
          "2": 11070,
          "3": 10220,
          "4": 1480
        },
        "strict_advantage": 161,
        "total_delta_distribution": {
          "0": 79,
          "30": 3,
          "32": 1,
          "40": 1,
          "56": 3,
          "64": 1,
          "70": 2,
          "72": 3,
          "76": 2,
          "84": 1,
          "88": 4,
          "90": 2,
          "93": 1,
          "94": 1,
          "96": 3,
          "99": 1,
          "103": 1,
          "105": 1,
          "108": 3,
          "110": 1,
          "112": 2,
          "114": 3,
          "116": 2,
          "117": 1,
          "120": 1,
          "122": 2,
          "123": 2,
          "124": 1,
          "126": 4,
          "127": 1,
          "128": 1,
          "130": 1,
          "132": 2,
          "134": 1,
          "144": 1,
          "146": 2,
          "148": 4,
          "150": 1,
          "154": 2,
          "160": 2,
          "164": 1,
          "168": 3,
          "170": 2,
          "172": 1,
          "174": 1,
          "176": 8,
          "177": 1,
          "178": 1,
          "180": 1,
          "181": 1,
          "184": 2,
          "186": 1,
          "190": 1,
          "192": 5,
          "196": 1,
          "198": 4,
          "204": 2,
          "206": 4,
          "208": 1,
          "216": 3,
          "220": 1,
          "226": 2,
          "232": 2,
          "244": 2,
          "250": 1,
          "256": 3,
          "272": 1,
          "276": 2,
          "278": 2,
          "288": 1,
          "292": 2,
          "300": 2,
          "308": 2,
          "310": 1,
          "312": 1,
          "316": 4,
          "320": 3,
          "322": 2,
          "332": 2,
          "336": 1,
          "338": 1,
          "356": 1,
          "364": 2,
          "370": 1,
          "384": 2,
          "400": 1,
          "404": 1
        },
        "total_improved": 161,
        "uncertain_transfers": 7,
        "worst_depth_delta_distribution": {
          "0": 138,
          "1": 91,
          "2": 10,
          "3": 1
        },
        "worst_depth_improved": 102,
        "worst_depth_same_total_improved": 59
      },
      {
        "action_changed": 61,
        "cases": 240,
        "no_advantage": 57,
        "realized_memory_distribution": {
          "1": 380,
          "2": 6011,
          "3": 11074,
          "4": 1104,
          "5": 160
        },
        "realized_no_memory_distribution": {
          "1": 80,
          "2": 10610,
          "3": 28320,
          "4": 2640,
          "5": 320
        },
        "strict_advantage": 183,
        "total_delta_distribution": {
          "0": 57,
          "20": 1,
          "58": 1,
          "64": 1,
          "82": 2,
          "84": 2,
          "90": 1,
          "94": 1,
          "102": 1,
          "112": 1,
          "114": 1,
          "122": 1,
          "128": 4,
          "130": 2,
          "131": 2,
          "136": 1,
          "138": 1,
          "142": 1,
          "146": 3,
          "156": 2,
          "158": 1,
          "160": 1,
          "162": 1,
          "166": 2,
          "168": 3,
          "172": 1,
          "174": 1,
          "178": 2,
          "183": 1,
          "186": 2,
          "188": 2,
          "190": 4,
          "194": 1,
          "196": 1,
          "206": 1,
          "208": 1,
          "210": 2,
          "212": 1,
          "216": 3,
          "225": 1,
          "232": 2,
          "234": 2,
          "236": 1,
          "237": 1,
          "240": 4,
          "256": 1,
          "260": 1,
          "262": 2,
          "268": 1,
          "269": 1,
          "274": 1,
          "288": 2,
          "290": 1,
          "302": 1,
          "304": 1,
          "317": 1,
          "318": 1,
          "320": 1,
          "322": 1,
          "324": 1,
          "326": 1,
          "340": 1,
          "351": 2,
          "362": 1,
          "368": 3,
          "378": 1,
          "384": 4,
          "386": 1,
          "388": 2,
          "392": 5,
          "404": 1,
          "406": 1,
          "412": 2,
          "416": 6,
          "424": 1,
          "426": 1,
          "435": 2,
          "450": 1,
          "464": 1,
          "468": 1,
          "484": 2,
          "490": 1,
          "492": 1,
          "494": 2,
          "496": 1,
          "508": 2,
          "512": 1,
          "524": 1,
          "532": 1,
          "536": 1,
          "552": 1,
          "553": 1,
          "554": 1,
          "568": 1,
          "576": 2,
          "586": 1,
          "608": 2,
          "616": 2,
          "624": 1,
          "632": 2,
          "640": 6,
          "652": 1,
          "672": 2,
          "680": 2,
          "682": 1,
          "696": 2,
          "704": 1,
          "712": 1,
          "720": 1,
          "728": 1,
          "736": 9,
          "738": 1,
          "744": 1,
          "768": 1
        },
        "total_improved": 183,
        "uncertain_transfers": 8,
        "worst_depth_delta_distribution": {
          "0": 125,
          "1": 96,
          "2": 19
        },
        "worst_depth_improved": 115,
        "worst_depth_same_total_improved": 68
      }
    ],
    "overall": {
      "action_changed": 465,
      "cases": 1944,
      "no_advantage": 834,
      "realized_memory_distribution": {
        "0": 150,
        "1": 3491,
        "2": 20987,
        "3": 18834,
        "4": 1834,
        "5": 160
      },
      "realized_no_memory_distribution": {
        "0": 24,
        "1": 2740,
        "2": 37320,
        "3": 46060,
        "4": 4640,
        "5": 320
      },
      "strict_advantage": 1110,
      "total_delta_distribution": {
        "0": 834,
        "1": 5,
        "2": 103,
        "3": 5,
        "4": 45,
        "6": 35,
        "8": 35,
        "10": 32,
        "12": 41,
        "14": 37,
        "16": 49,
        "17": 4,
        "18": 6,
        "19": 1,
        "20": 13,
        "21": 2,
        "22": 11,
        "24": 14,
        "25": 1,
        "26": 7,
        "27": 1,
        "28": 22,
        "30": 18,
        "32": 14,
        "34": 2,
        "36": 7,
        "38": 4,
        "40": 13,
        "41": 3,
        "42": 2,
        "44": 14,
        "48": 24,
        "50": 1,
        "52": 4,
        "53": 1,
        "54": 5,
        "56": 14,
        "58": 4,
        "60": 8,
        "61": 1,
        "62": 7,
        "64": 10,
        "66": 2,
        "68": 5,
        "70": 3,
        "72": 15,
        "74": 5,
        "76": 5,
        "77": 1,
        "78": 2,
        "80": 9,
        "82": 7,
        "84": 7,
        "86": 1,
        "88": 6,
        "90": 8,
        "92": 4,
        "93": 1,
        "94": 5,
        "96": 15,
        "99": 1,
        "100": 2,
        "102": 1,
        "103": 1,
        "104": 8,
        "105": 1,
        "106": 2,
        "108": 5,
        "110": 2,
        "112": 11,
        "114": 4,
        "116": 5,
        "117": 1,
        "118": 2,
        "120": 6,
        "122": 3,
        "123": 2,
        "124": 1,
        "126": 5,
        "127": 1,
        "128": 9,
        "130": 3,
        "131": 2,
        "132": 7,
        "134": 1,
        "136": 1,
        "138": 1,
        "142": 3,
        "144": 1,
        "146": 7,
        "148": 7,
        "150": 1,
        "152": 4,
        "154": 2,
        "156": 2,
        "158": 1,
        "160": 10,
        "162": 2,
        "164": 1,
        "166": 2,
        "168": 8,
        "170": 3,
        "172": 3,
        "174": 2,
        "176": 12,
        "177": 1,
        "178": 3,
        "180": 1,
        "181": 1,
        "183": 1,
        "184": 3,
        "186": 3,
        "188": 7,
        "190": 5,
        "192": 6,
        "194": 1,
        "196": 2,
        "198": 4,
        "204": 2,
        "206": 5,
        "208": 2,
        "210": 2,
        "212": 1,
        "216": 6,
        "220": 1,
        "225": 1,
        "226": 2,
        "232": 4,
        "234": 2,
        "236": 1,
        "237": 1,
        "240": 4,
        "244": 2,
        "250": 1,
        "256": 4,
        "260": 1,
        "262": 2,
        "268": 1,
        "269": 1,
        "272": 1,
        "274": 1,
        "276": 2,
        "278": 2,
        "288": 3,
        "290": 1,
        "292": 2,
        "300": 2,
        "302": 1,
        "304": 1,
        "308": 2,
        "310": 1,
        "312": 1,
        "316": 4,
        "317": 1,
        "318": 1,
        "320": 4,
        "322": 3,
        "324": 1,
        "326": 1,
        "332": 2,
        "336": 1,
        "338": 1,
        "340": 1,
        "351": 2,
        "356": 1,
        "362": 1,
        "364": 2,
        "368": 3,
        "370": 1,
        "378": 1,
        "384": 6,
        "386": 1,
        "388": 2,
        "392": 5,
        "400": 1,
        "404": 2,
        "406": 1,
        "412": 2,
        "416": 6,
        "424": 1,
        "426": 1,
        "435": 2,
        "450": 1,
        "464": 1,
        "468": 1,
        "484": 2,
        "490": 1,
        "492": 1,
        "494": 2,
        "496": 1,
        "508": 2,
        "512": 1,
        "524": 1,
        "532": 1,
        "536": 1,
        "552": 1,
        "553": 1,
        "554": 1,
        "568": 1,
        "576": 2,
        "586": 1,
        "608": 2,
        "616": 2,
        "624": 1,
        "632": 2,
        "640": 6,
        "652": 1,
        "672": 2,
        "680": 2,
        "682": 1,
        "696": 2,
        "704": 1,
        "712": 1,
        "720": 1,
        "728": 1,
        "736": 9,
        "738": 1,
        "744": 1,
        "768": 1
      },
      "total_improved": 1110,
      "worst_depth_delta_distribution": {
        "0": 1224,
        "1": 639,
        "2": 78,
        "3": 3
      },
      "worst_depth_improved": 720,
      "worst_depth_same_total_improved": 390
    }
  },
  "supported_cases": [
    {
      "bins": 3,
      "case_id": "case-f08664259ba3",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [],
      "truth_final_vector": [
        23,
        21,
        26
      ],
      "uncertain_transfers": 0,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-84ae403df852",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [],
      "truth_final_vector": [
        15,
        13,
        28
      ],
      "uncertain_transfers": 0,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-bd3e53ece1e6",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [],
      "truth_final_vector": [
        20,
        12,
        13
      ],
      "uncertain_transfers": 0,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-299a8da271bd",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [],
      "truth_final_vector": [
        18,
        20,
        21
      ],
      "uncertain_transfers": 0,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-69e9ac8efb04",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [],
      "truth_final_vector": [
        16,
        15,
        15
      ],
      "uncertain_transfers": 0,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-3daabe93c062",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [],
      "truth_final_vector": [
        13,
        19,
        19
      ],
      "uncertain_transfers": 0,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-5aba1b002431",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        25,
        24,
        17
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-f3f7616ee72d",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        25,
        24,
        17
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-33c5fca5032a",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        25,
        24,
        17
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-ef19653a3dcc",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        25,
        24,
        17
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-515ff42423f3",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        25,
        24,
        17
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-fcc26bc66c2e",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        25,
        24,
        17
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-83c4ca9daf07",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        25,
        24,
        17
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-6973c14d1128",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        25,
        24,
        17
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-99e1b8aaa200",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        25,
        24,
        17
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-763888ddc9bc",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        25,
        24,
        17
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-fab090cfd8bf",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        20,
        31,
        28
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-460ad5906009",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        20,
        31,
        28
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-6a978a55b252",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        20,
        31,
        28
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-e3afd9e2de09",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        20,
        31,
        28
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-0bc0ce3530c0",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        20,
        31,
        28
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-b4713ea7e0f8",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        20,
        31,
        28
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-2b342d2825f6",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        20,
        31,
        28
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-ccbcb2a88acd",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 31,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        20,
        31,
        28
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-5b7c657a9868",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        20,
        31,
        28
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-960532ca57bf",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 31,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        20,
        31,
        28
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-5d47801d4874",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        17,
        26,
        28
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-55a51759035b",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        17,
        26,
        28
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-10262126e0a2",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        17,
        26,
        28
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-68039cdf2146",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        17,
        26,
        28
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-332160c346d7",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        17,
        26,
        28
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-dee12e988233",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        17,
        26,
        28
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-65f5f1412976",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        17,
        26,
        28
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-40c9aec60dd6",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        17,
        26,
        28
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-a45c620b2c01",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        17,
        26,
        28
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-76e7a1207b06",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        17,
        26,
        28
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-89b1f8c4925b",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        14,
        17,
        27
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-9693854c312f",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        14,
        17,
        27
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-8b296131ca48",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        14,
        17,
        27
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-ea385f495e55",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        14,
        17,
        27
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-626a3fddc339",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        14,
        17,
        27
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-ace734480c00",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        14,
        17,
        27
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-43c54282c014",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        14,
        17,
        27
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-a2135d3e57b1",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        14,
        17,
        27
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-247c97ceb530",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        14,
        17,
        27
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-ee6467191f25",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        14,
        17,
        27
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-749290eb5e1e",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        21,
        27,
        18
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-17b55c9daba2",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        21,
        27,
        18
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-2b15143b9777",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        21,
        27,
        18
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-45c52f7b1408",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        21,
        27,
        18
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-dd3cb3c25525",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        21,
        27,
        18
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-5715e5766872",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        21,
        27,
        18
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-7f768bb47364",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        21,
        27,
        18
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-4a5c37009627",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        21,
        27,
        18
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-bb5578d0f05c",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        21,
        27,
        18
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-217e76b64b1d",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        21,
        27,
        18
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-4ac39990946e",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        15,
        12,
        22
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-bebb88154ab6",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        15,
        12,
        22
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-169b1bdbe952",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        15,
        12,
        22
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-7b5034619b0e",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        15,
        12,
        22
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-ba7358012e3b",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        15,
        12,
        22
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-00da35beb793",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        15,
        12,
        22
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-97cec5e42484",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        15,
        12,
        22
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-c5aad763af70",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        15,
        12,
        22
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-b5278eb6374b",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        15,
        12,
        22
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-ef6aebd7a59b",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        15,
        12,
        22
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-d85e7b72fea6",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        15,
        25,
        21
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-89f757fb4fd6",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        15,
        25,
        21
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-7f4b877ef4c3",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        15,
        25,
        21
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-4f597683b34d",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        15,
        25,
        21
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-8680b6d4e87a",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        15,
        25,
        21
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-4992e92c1d8b",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        15,
        25,
        21
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-aeb8ae376de2",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        15,
        25,
        21
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-0a739801defd",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        15,
        25,
        21
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 2
    },
    {
      "bins": 3,
      "case_id": "case-f3e8b21a4497",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        15,
        25,
        21
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-5a75a2365b09",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        15,
        25,
        21
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 2
    },
    {
      "bins": 3,
      "case_id": "case-555d2232d488",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        27,
        17,
        25
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-a237c099132e",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        27,
        17,
        25
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-bfe31ea9f1e4",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        27,
        17,
        25
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 2
    },
    {
      "bins": 3,
      "case_id": "case-91d626941cad",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        27,
        17,
        25
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-f302c78bfc71",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        27,
        17,
        25
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-32331567d388",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        27,
        17,
        25
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 2
    },
    {
      "bins": 3,
      "case_id": "case-146b4deff985",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        27,
        17,
        25
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 2
    },
    {
      "bins": 3,
      "case_id": "case-6004261f55c4",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        27,
        17,
        25
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-14f97a8cb18f",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        27,
        17,
        25
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-452803a23667",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        27,
        17,
        25
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-2ac8fefb26fa",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        26,
        14,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-bc54570ddd6d",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        26,
        14,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-58ce08f3868c",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        26,
        14,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-0dad79a41d33",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        26,
        14,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-68282235afd5",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        26,
        14,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-86bf1d7d8ffd",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        26,
        14,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-abbd37dfb120",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        26,
        14,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-978a906d2a33",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        26,
        14,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-5da4a71e94cd",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        26,
        14,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-149f1d59bb7a",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        26,
        14,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-daf9319bda88",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        11,
        23,
        19
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-e85964134d32",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        11,
        23,
        19
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-fdb820a4474a",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 11,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        11,
        23,
        19
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-25f489ce11e1",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        11,
        23,
        19
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-e39a2ecb451f",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        11,
        23,
        19
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-74199db35526",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        11,
        23,
        19
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-f420691d46d4",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 11,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        11,
        23,
        19
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-a7adce151492",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        11,
        23,
        19
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-332efe9103c6",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        11,
        23,
        19
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-a1de23c5cfdc",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        11,
        23,
        19
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-e2eb9fe1b7a9",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        27,
        18,
        26
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-16493fc0dbd5",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        27,
        18,
        26
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-48427247aa43",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        27,
        18,
        26
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-62e77617e3da",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        27,
        18,
        26
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-08e9981d25d0",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        27,
        18,
        26
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-d948bb01b90c",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        27,
        18,
        26
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-628902bada68",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        27,
        18,
        26
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-6b33411a530c",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        27,
        18,
        26
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-8d8e28ed4c70",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        27,
        18,
        26
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-d61f2936df83",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        27,
        18,
        26
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-89123ac2fafa",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        26,
        21,
        27
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-73d7486cf1f6",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        26,
        21,
        27
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-4c060ae354fd",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        26,
        21,
        27
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-5f7cb8a782e4",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        26,
        21,
        27
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-bd4dfc2a2ded",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        26,
        21,
        27
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-c627638a2954",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        26,
        21,
        27
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-ece1ae4dbd61",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        26,
        21,
        27
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-f08863e7b76f",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        26,
        21,
        27
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-f305e569e54b",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        26,
        21,
        27
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-7cf532da0836",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        26,
        21,
        27
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-069afb5a46b0",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0
      ],
      "truth_final_vector": [
        25,
        15,
        12
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-85238c516669",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        0,
        1,
        0
      ],
      "truth_final_vector": [
        25,
        15,
        12
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-e11746e7aa00",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        0,
        1,
        0
      ],
      "truth_final_vector": [
        25,
        15,
        12
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-a2954aac1c85",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        0,
        1,
        0
      ],
      "truth_final_vector": [
        25,
        15,
        12
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 2
    },
    {
      "bins": 3,
      "case_id": "case-d56c71cb15ea",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        0,
        1,
        0
      ],
      "truth_final_vector": [
        25,
        15,
        12
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-696dd684c5b4",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        0,
        1,
        0
      ],
      "truth_final_vector": [
        25,
        15,
        12
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 2
    },
    {
      "bins": 3,
      "case_id": "case-20d63056e0e0",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0
      ],
      "truth_final_vector": [
        25,
        15,
        12
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-c9e116426411",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        0,
        1,
        0
      ],
      "truth_final_vector": [
        25,
        15,
        12
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-8d41a2c6d11e",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        0,
        1,
        0
      ],
      "truth_final_vector": [
        25,
        15,
        12
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-b2329407b690",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        0,
        1,
        0
      ],
      "truth_final_vector": [
        25,
        15,
        12
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-fe54e718c865",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        14,
        20
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-9c154c695617",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        14,
        20
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-72523a2ff601",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        14,
        20
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-9473de2d0bb4",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        14,
        20
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-b93f8834a8ff",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        14,
        20
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-28fd615a6eb4",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        14,
        20
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-1a62593991b8",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        14,
        20
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 2
    },
    {
      "bins": 3,
      "case_id": "case-3c093cf4a519",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        14,
        20
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-619e134b83cf",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        14,
        20
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-9abd8d2ed85d",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        14,
        20
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-7681c86f7841",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        14,
        14,
        28
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-1d1d1688782a",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        14,
        14,
        28
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-e82f6466c676",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        14,
        14,
        28
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-f93e8ac8771f",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        14,
        14,
        28
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-61729ee9375a",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        14,
        14,
        28
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-2e782da41da0",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        14,
        14,
        28
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 2
    },
    {
      "bins": 3,
      "case_id": "case-d1863d06c1b4",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        14,
        14,
        28
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-f046bb35847f",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        14,
        14,
        28
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-40e48896a4a1",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        14,
        14,
        28
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-b08bae24d4cc",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        14,
        14,
        28
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-824a435444aa",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        11,
        22
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-ea26676ae22f",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        1,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        11,
        22
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-86c199e8951a",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        1,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        11,
        22
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-a03ef22e10da",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        1,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        11,
        22
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-2a698e46c8b0",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        1,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        11,
        22
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-e09ee3b8fe59",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 11,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        1,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        11,
        22
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-78b8e1289a56",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        1,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        11,
        22
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 2
    },
    {
      "bins": 3,
      "case_id": "case-ed9dc448a221",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        1,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        11,
        22
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-377175c7d72e",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 11,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        1,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        11,
        22
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-b213e5e2b76d",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        1,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        11,
        22
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-1ade204a54aa",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        14,
        27,
        25
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-312d0cdf6f67",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        14,
        27,
        25
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-87e8be19e490",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        14,
        27,
        25
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 2
    },
    {
      "bins": 3,
      "case_id": "case-f173de7ad172",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        14,
        27,
        25
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-6585cf1a0e31",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        14,
        27,
        25
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-3631edd14d0b",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 29,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        14,
        27,
        25
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-56340e8aa338",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        14,
        27,
        25
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-5d0619d38e04",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        14,
        27,
        25
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-929ea983a8a4",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 29,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        14,
        27,
        25
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-afabe2717a38",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        14,
        27,
        25
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-322c5afe6da9",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0
      ],
      "truth_final_vector": [
        28,
        27,
        26
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-8e1382dcec5b",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        0,
        0,
        0
      ],
      "truth_final_vector": [
        28,
        27,
        26
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-bb3572f341fd",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        0,
        0,
        0
      ],
      "truth_final_vector": [
        28,
        27,
        26
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-94a452f0d52d",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        0,
        0,
        0
      ],
      "truth_final_vector": [
        28,
        27,
        26
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-b1a2db5f23fc",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        0,
        0,
        0
      ],
      "truth_final_vector": [
        28,
        27,
        26
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-64e9a3810dc7",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        0,
        0,
        0
      ],
      "truth_final_vector": [
        28,
        27,
        26
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-68c7e659f2a8",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        0,
        0,
        0
      ],
      "truth_final_vector": [
        28,
        27,
        26
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-6cd840409a0f",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        0,
        0,
        0
      ],
      "truth_final_vector": [
        28,
        27,
        26
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-c3caea1ee77c",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        0,
        0,
        0
      ],
      "truth_final_vector": [
        28,
        27,
        26
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-897ad86e3693",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0
      ],
      "truth_final_vector": [
        28,
        27,
        26
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-b137c2857e66",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 1,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 1,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        25,
        10,
        13
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-cfb0cf497aec",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 1,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 1,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        25,
        10,
        13
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-090e30dd3a6d",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 1,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 18,
      "truth_assignment": [
        0,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        25,
        10,
        13
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-fb7b4cf4232a",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 1,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 1,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        25,
        10,
        13
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-618aa7a46fe1",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 1,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 1,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        25,
        10,
        13
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-3bde920b0fe3",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 6,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 1,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        0,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        25,
        10,
        13
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-c7725320c9eb",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 1,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 18,
      "truth_assignment": [
        0,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        25,
        10,
        13
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-5092493513fb",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 1,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        0,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        25,
        10,
        13
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-076faa0ddad1",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 1,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 18,
      "truth_assignment": [
        0,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        25,
        10,
        13
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-9bdbf9de52bd",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 6,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 1,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        0,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        25,
        10,
        13
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-24714b603bd2",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        29,
        27,
        8
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-d5d12c30e26e",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 8,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        29,
        27,
        8
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-59ede811ce0a",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        29,
        27,
        8
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-462b7970f643",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 29,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 17,
      "truth_assignment": [
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        29,
        27,
        8
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-03da09228805",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 8,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          2,
          1,
          1,
          2,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        29,
        27,
        8
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-c805b05bdf80",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 29,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 29,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 17,
      "truth_assignment": [
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        29,
        27,
        8
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-0f02a0da339c",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 29,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 17,
      "truth_assignment": [
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        29,
        27,
        8
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-c7f8e79ce4e9",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 8,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          2,
          1,
          1,
          2,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        29,
        27,
        8
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-dd233aac89e3",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 6,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        29,
        27,
        8
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-0217487b0e6b",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 29,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 17,
      "truth_assignment": [
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        29,
        27,
        8
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-10a14faca85e",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        20,
        29,
        18
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-94446684a4a2",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 28,
      "truth_assignment": [
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        20,
        29,
        18
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-835d336037e1",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 28,
      "truth_assignment": [
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        20,
        29,
        18
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-3247ff49f079",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        20,
        29,
        18
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-6da4300c0620",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 28,
      "truth_assignment": [
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        20,
        29,
        18
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-537133de5f5e",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        20,
        29,
        18
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-e43749eaf852",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 28,
      "truth_assignment": [
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        20,
        29,
        18
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-d2234ebb210d",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 28,
      "truth_assignment": [
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        20,
        29,
        18
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-ef81fdbe652c",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        20,
        29,
        18
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-21073dd43f12",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 32,
      "truth_assignment": [
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        20,
        29,
        18
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 2
    },
    {
      "bins": 3,
      "case_id": "case-ee34595d0b19",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 30,
        "total": 30,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 30,
        "total": 30,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        22,
        24
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-da8c4f986614",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 30,
        "total": 30,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 30,
        "total": 30,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        22,
        24
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-14eeea2e71b0",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          2,
          1,
          1,
          2,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 30,
        "total": 30,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 18,
      "truth_assignment": [
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        22,
        24
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-f64ef78aa29a",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 30,
        "total": 30,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 30,
        "total": 30,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        22,
        24
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-be6f150d2c0d",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 30,
        "total": 30,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 26,
      "truth_assignment": [
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        22,
        24
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-46d23b747abc",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 30,
        "total": 30,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 26,
      "truth_assignment": [
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        22,
        24
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-255450b52f99",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 30,
        "total": 30,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 18,
      "truth_assignment": [
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        22,
        24
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-5f99a65f77b6",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 30,
        "total": 30,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 26,
      "truth_assignment": [
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        22,
        24
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-f5c7a428826d",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 30,
        "total": 30,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        22,
        24
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-49373614a8c5",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 30,
        "total": 30,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 26,
      "truth_assignment": [
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        22,
        24
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-05fc68eba6f8",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          2,
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 1,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          2,
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 1,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        26,
        16,
        17
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-ae6cc2992bdb",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          2,
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 1,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 22,
      "truth_assignment": [
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        26,
        16,
        17
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-477bbe425c53",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          2,
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 1,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 22,
      "truth_assignment": [
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        26,
        16,
        17
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-6003d944c2c6",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          2,
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 1,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        26,
        16,
        17
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-07b11185277e",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          2,
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 1,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 26,
      "truth_assignment": [
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        26,
        16,
        17
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 2
    },
    {
      "bins": 3,
      "case_id": "case-961d8c337cfc",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          2,
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 1,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          2,
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 1,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        26,
        16,
        17
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-51d6361f7384",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          2,
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 1,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 24,
      "truth_assignment": [
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        26,
        16,
        17
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-a639266294bd",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          2,
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 1,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 26,
      "truth_assignment": [
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        26,
        16,
        17
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 2
    },
    {
      "bins": 3,
      "case_id": "case-781fbf125104",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          2,
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 1,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        26,
        16,
        17
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-b48c22b9a60c",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          2,
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 1,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        26,
        16,
        17
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-e6878e2afbc1",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        15,
        18,
        28
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-ecc31a835bff",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        15,
        18,
        28
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-9313472def4e",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 32,
      "truth_assignment": [
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        15,
        18,
        28
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 2
    },
    {
      "bins": 3,
      "case_id": "case-aff66142a151",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        15,
        18,
        28
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-33400b807f84",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 24,
      "truth_assignment": [
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        15,
        18,
        28
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-c21acacf97e1",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 30,
      "truth_assignment": [
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        15,
        18,
        28
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-612be435400e",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        15,
        18,
        28
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-0f17d5d6ea96",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 30,
      "truth_assignment": [
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        15,
        18,
        28
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-567843d293ef",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 28,
      "truth_assignment": [
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        15,
        18,
        28
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-cd75d8f865d7",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 28,
      "truth_assignment": [
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        15,
        18,
        28
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-7e50fe9e1d25",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 34,
        "total": 34,
        "truth_depth": 2,
        "vector_count": 20,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 34,
        "total": 34,
        "truth_depth": 2,
        "vector_count": 20,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        26,
        9
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-4c2f31aa34c0",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          2,
          1,
          2,
          2,
          1,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 34,
        "total": 34,
        "truth_depth": 2,
        "vector_count": 20,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 22,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        26,
        9
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-6523e46f53d5",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 10,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 7,
        "total": 7,
        "truth_depth": 1,
        "vector_count": 7,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 34,
        "total": 34,
        "truth_depth": 2,
        "vector_count": 20,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 27,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        26,
        9
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-d0501d4a4ee9",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 34,
        "total": 34,
        "truth_depth": 2,
        "vector_count": 20,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 34,
        "total": 34,
        "truth_depth": 2,
        "vector_count": 20,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        26,
        9
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-94700536f75d",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 22,
        "total": 22,
        "truth_depth": 2,
        "vector_count": 14,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 34,
        "total": 34,
        "truth_depth": 2,
        "vector_count": 20,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        26,
        9
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-e8560ece3cda",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 22,
        "total": 22,
        "truth_depth": 2,
        "vector_count": 14,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 34,
        "total": 34,
        "truth_depth": 2,
        "vector_count": 20,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        26,
        9
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-03eddc6260cd",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 34,
        "total": 34,
        "truth_depth": 2,
        "vector_count": 20,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 34,
        "total": 34,
        "truth_depth": 2,
        "vector_count": 20,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        26,
        9
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-bd6f8a85d0b6",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 34,
        "total": 34,
        "truth_depth": 2,
        "vector_count": 20,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 34,
        "total": 34,
        "truth_depth": 2,
        "vector_count": 20,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        26,
        9
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-17f31621ac1d",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 34,
        "total": 34,
        "truth_depth": 2,
        "vector_count": 20,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 30,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        26,
        9
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-36d8dcb6cdee",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 9,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 34,
        "total": 34,
        "truth_depth": 2,
        "vector_count": 20,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 32,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        26,
        9
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-e7c27e521c2f",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        11,
        20,
        19
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-54b952eb4e72",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 44,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        11,
        20,
        19
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-0ebaf39f13db",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 44,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        11,
        20,
        19
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-5296a2362993",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        11,
        20,
        19
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-f4765af067af",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        11,
        20,
        19
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-e85e9d26f822",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        11,
        20,
        19
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-5acd534b6985",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 40,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        11,
        20,
        19
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-0c72396c5a28",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 48,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        11,
        20,
        19
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 2
    },
    {
      "bins": 3,
      "case_id": "case-646ccc6a12f5",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 40,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        11,
        20,
        19
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-147d829e9c85",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        11,
        20,
        19
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-cd94b8e6dacc",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 36,
        "total": 36,
        "truth_depth": 2,
        "vector_count": 22,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 36,
        "total": 36,
        "truth_depth": 2,
        "vector_count": 22,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        29,
        21,
        11
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-711d9d4777b9",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 1,
        "vector_count": 14,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 36,
        "total": 36,
        "truth_depth": 2,
        "vector_count": 22,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        29,
        21,
        11
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-e4396e0d0840",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 1,
        "vector_count": 14,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 36,
        "total": 36,
        "truth_depth": 2,
        "vector_count": 22,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        29,
        21,
        11
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-13857de52d3f",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 11,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 11,
        "total": 11,
        "truth_depth": 1,
        "vector_count": 11,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 36,
        "total": 36,
        "truth_depth": 2,
        "vector_count": 22,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 25,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        29,
        21,
        11
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-513b1b4a89bc",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 36,
        "total": 36,
        "truth_depth": 2,
        "vector_count": 22,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 36,
        "total": 36,
        "truth_depth": 2,
        "vector_count": 22,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        29,
        21,
        11
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-c83f86860c62",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 1,
        "vector_count": 14,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 36,
        "total": 36,
        "truth_depth": 2,
        "vector_count": 22,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        29,
        21,
        11
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-2a929a47543e",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 36,
        "total": 36,
        "truth_depth": 2,
        "vector_count": 22,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 32,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        29,
        21,
        11
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-721538d258ec",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 36,
        "total": 36,
        "truth_depth": 2,
        "vector_count": 22,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 28,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        29,
        21,
        11
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-1c6c320883ab",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 36,
        "total": 36,
        "truth_depth": 2,
        "vector_count": 22,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 36,
        "total": 36,
        "truth_depth": 2,
        "vector_count": 22,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        29,
        21,
        11
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-ec0131b97584",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 1,
        "vector_count": 14,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 36,
        "total": 36,
        "truth_depth": 2,
        "vector_count": 22,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        29,
        21,
        11
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-40460d973ad2",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 42,
        "total": 42,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 42,
        "total": 42,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        27,
        22,
        18
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-9dd94110fd4d",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 42,
        "total": 42,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 42,
        "total": 42,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        27,
        22,
        18
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-70fd26d09a42",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 42,
        "total": 42,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 38,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        27,
        22,
        18
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-d2397b5f8d3c",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 42,
        "total": 42,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 42,
        "total": 42,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        27,
        22,
        18
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-c0d0a46de137",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 42,
        "total": 42,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 34,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        27,
        22,
        18
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-f85e6f7834a5",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 42,
        "total": 42,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 40,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        27,
        22,
        18
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-8fdb671823a8",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 42,
        "total": 42,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 34,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        27,
        22,
        18
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-c0281229ad24",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 6,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 42,
        "total": 42,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 36,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        27,
        22,
        18
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-2860f2c64a7d",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 6,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 42,
        "total": 42,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 36,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        27,
        22,
        18
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-e0f47f47d747",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 12,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 42,
        "total": 42,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 30,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        27,
        22,
        18
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-1d0a8dffaa20",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        17,
        22
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-b84adb502802",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 32,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        17,
        22
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-b3b434401152",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 48,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        17,
        22
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-d46557c61a42",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 60,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        17,
        22
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-2f8f6693a7de",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          2,
          1,
          1,
          1,
          1,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 54,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        17,
        22
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-83b783123498",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 58,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        17,
        22
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-168c73bd8365",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 32,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        17,
        22
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-90212c3178b9",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        17,
        22
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-33de7b3a1ab9",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 48,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        17,
        22
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-e63fe9f21feb",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 60,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        17,
        22
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-0ac70e779dc0",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 2,
        "vector_count": 20,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 2,
        "vector_count": 20,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        26,
        21
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-ed5809807dc2",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 2,
        "vector_count": 20,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        26,
        21
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-34be1406ae66",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 2,
        "vector_count": 20,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 24,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        26,
        21
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-6903b0437462",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 2,
        "vector_count": 20,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 38,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        26,
        21
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-426e97468542",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 2,
        "vector_count": 20,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 2,
        "vector_count": 20,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        26,
        21
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-02d314950140",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 2,
        "vector_count": 20,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 2,
        "vector_count": 20,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        26,
        21
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-feb6d634e65d",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 2,
        "vector_count": 20,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 24,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        26,
        21
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-391897b37b5e",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 2,
        "vector_count": 20,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 36,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        26,
        21
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-2a75629d654c",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 2,
        "vector_count": 20,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 38,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        26,
        21
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-e5e12e31f37a",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 2,
        "vector_count": 20,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        26,
        21
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-d1928f50b521",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 76,
        "total": 76,
        "truth_depth": 2,
        "vector_count": 38,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 76,
        "total": 76,
        "truth_depth": 2,
        "vector_count": 38,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        18,
        18,
        26
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-78e2b8d50e2f",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 46,
        "total": 46,
        "truth_depth": 2,
        "vector_count": 23,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 76,
        "total": 76,
        "truth_depth": 2,
        "vector_count": 38,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 30,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        18,
        18,
        26
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-57f1fdc52af5",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 46,
        "total": 46,
        "truth_depth": 2,
        "vector_count": 23,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 76,
        "total": 76,
        "truth_depth": 2,
        "vector_count": 38,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 30,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        18,
        18,
        26
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-2ad11ff7ebc2",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 14,
        "total": 14,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 76,
        "total": 76,
        "truth_depth": 2,
        "vector_count": 38,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 62,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        18,
        18,
        26
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-d9e458092dab",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 6,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 76,
        "total": 76,
        "truth_depth": 2,
        "vector_count": 38,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 68,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        18,
        18,
        26
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-4620ad092a6c",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 76,
        "total": 76,
        "truth_depth": 2,
        "vector_count": 38,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 76,
        "total": 76,
        "truth_depth": 2,
        "vector_count": 38,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        18,
        18,
        26
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-531bff81ab00",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 76,
        "total": 76,
        "truth_depth": 2,
        "vector_count": 38,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 76,
        "total": 76,
        "truth_depth": 2,
        "vector_count": 38,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        18,
        18,
        26
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-82883074b47b",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 76,
        "total": 76,
        "truth_depth": 2,
        "vector_count": 38,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 60,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        18,
        18,
        26
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-aea5b74e87d6",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 76,
        "total": 76,
        "truth_depth": 2,
        "vector_count": 38,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 74,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        18,
        18,
        26
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-575d22a92ea5",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 76,
        "total": 76,
        "truth_depth": 2,
        "vector_count": 38,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 76,
        "total": 76,
        "truth_depth": 2,
        "vector_count": 38,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        18,
        18,
        26
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-537468334f4a",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 84,
        "total": 84,
        "truth_depth": 2,
        "vector_count": 42,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 84,
        "total": 84,
        "truth_depth": 2,
        "vector_count": 42,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        31,
        9,
        28
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-585c7f859e2d",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 31,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 7,
        "total": 7,
        "truth_depth": 1,
        "vector_count": 7,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 84,
        "total": 84,
        "truth_depth": 2,
        "vector_count": 42,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 77,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        31,
        9,
        28
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-a44e7c696732",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 31,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 8,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 84,
        "total": 84,
        "truth_depth": 2,
        "vector_count": 42,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 82,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        31,
        9,
        28
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-b24d2af89d7c",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 8,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 29,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 84,
        "total": 84,
        "truth_depth": 2,
        "vector_count": 42,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 78,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        31,
        9,
        28
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-c127fdca99d2",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 29,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 84,
        "total": 84,
        "truth_depth": 2,
        "vector_count": 42,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 76,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        31,
        9,
        28
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-c13a3ead90d8",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 8,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 8,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          2,
          2,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 6,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 84,
        "total": 84,
        "truth_depth": 2,
        "vector_count": 42,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 74,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        31,
        9,
        28
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-a3fa60dffd84",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 84,
        "total": 84,
        "truth_depth": 2,
        "vector_count": 42,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 84,
        "total": 84,
        "truth_depth": 2,
        "vector_count": 42,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        31,
        9,
        28
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-58986c08b03e",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 29,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 84,
        "total": 84,
        "truth_depth": 2,
        "vector_count": 42,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 72,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        31,
        9,
        28
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-f04ae7e1c203",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 8,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          2,
          2,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 6,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 84,
        "total": 84,
        "truth_depth": 2,
        "vector_count": 42,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 74,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        31,
        9,
        28
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-e970b28489c9",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 29,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 84,
        "total": 84,
        "truth_depth": 2,
        "vector_count": 42,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 82,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        31,
        9,
        28
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-c1705ec17a0d",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 108,
        "total": 108,
        "truth_depth": 2,
        "vector_count": 54,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 108,
        "total": 108,
        "truth_depth": 2,
        "vector_count": 54,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        23,
        17,
        16
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-5eac032b4d31",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          2,
          1,
          1,
          2,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 108,
        "total": 108,
        "truth_depth": 2,
        "vector_count": 54,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 96,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        23,
        17,
        16
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-b24d137b342e",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 108,
        "total": 108,
        "truth_depth": 2,
        "vector_count": 54,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 104,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        23,
        17,
        16
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-d3b0f59b710f",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          2,
          1,
          1,
          2,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 108,
        "total": 108,
        "truth_depth": 2,
        "vector_count": 54,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 96,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        23,
        17,
        16
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-b1cd531b9b6c",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 108,
        "total": 108,
        "truth_depth": 2,
        "vector_count": 54,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 100,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        23,
        17,
        16
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-01b66d14a784",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 108,
        "total": 108,
        "truth_depth": 2,
        "vector_count": 54,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 108,
        "total": 108,
        "truth_depth": 2,
        "vector_count": 54,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        23,
        17,
        16
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-742d3ac63649",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 108,
        "total": 108,
        "truth_depth": 2,
        "vector_count": 54,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 106,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        23,
        17,
        16
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-152aca475b1d",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 108,
        "total": 108,
        "truth_depth": 2,
        "vector_count": 54,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 108,
        "total": 108,
        "truth_depth": 2,
        "vector_count": 54,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        23,
        17,
        16
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-6f38b52cdbf2",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 28,
        "total": 28,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 108,
        "total": 108,
        "truth_depth": 2,
        "vector_count": 54,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 80,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        23,
        17,
        16
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-909ad84f0c70",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 108,
        "total": 108,
        "truth_depth": 2,
        "vector_count": 54,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 108,
        "total": 108,
        "truth_depth": 2,
        "vector_count": 54,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        23,
        17,
        16
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-4eebfd74d2fb",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 56,
        "total": 56,
        "truth_depth": 2,
        "vector_count": 30,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 56,
        "total": 56,
        "truth_depth": 2,
        "vector_count": 30,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        14,
        26
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-18744edd7e22",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 56,
        "total": 56,
        "truth_depth": 2,
        "vector_count": 30,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 54,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        14,
        26
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-0dc4f901744f",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 30,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 6,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 56,
        "total": 56,
        "truth_depth": 2,
        "vector_count": 30,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 50,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        14,
        26
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-918d96960677",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 15,
        "total": 15,
        "truth_depth": 1,
        "vector_count": 15,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 56,
        "total": 56,
        "truth_depth": 2,
        "vector_count": 30,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 41,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        14,
        26
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-6fc115562c64",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 30,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 56,
        "total": 56,
        "truth_depth": 2,
        "vector_count": 30,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 53,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        14,
        26
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-e1174aed4c0a",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 56,
        "total": 56,
        "truth_depth": 2,
        "vector_count": 30,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 52,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        14,
        26
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-a72dc882da33",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 56,
        "total": 56,
        "truth_depth": 2,
        "vector_count": 30,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 54,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        14,
        26
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-68c5b4489965",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 15,
        "total": 15,
        "truth_depth": 1,
        "vector_count": 15,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 56,
        "total": 56,
        "truth_depth": 2,
        "vector_count": 30,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 41,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        14,
        26
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-5bf7fd4496e7",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 15,
        "total": 15,
        "truth_depth": 1,
        "vector_count": 15,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 56,
        "total": 56,
        "truth_depth": 2,
        "vector_count": 30,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 41,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        14,
        26
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-636f9c5c1532",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 44,
        "total": 44,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 56,
        "total": 56,
        "truth_depth": 2,
        "vector_count": 30,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        14,
        26
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-a2e88bfe94b7",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 94,
        "total": 94,
        "truth_depth": 2,
        "vector_count": 47,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 94,
        "total": 94,
        "truth_depth": 2,
        "vector_count": 47,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        21,
        23
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-3575823db001",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 94,
        "total": 94,
        "truth_depth": 2,
        "vector_count": 47,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 84,
      "truth_assignment": [
        0,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        21,
        23
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-19bc1e5dbdb9",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 94,
        "total": 94,
        "truth_depth": 2,
        "vector_count": 47,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 30,
      "truth_assignment": [
        0,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        21,
        23
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-8e98970f0143",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 94,
        "total": 94,
        "truth_depth": 2,
        "vector_count": 47,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 94,
        "total": 94,
        "truth_depth": 2,
        "vector_count": 47,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        21,
        23
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-15edb1737001",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 94,
        "total": 94,
        "truth_depth": 2,
        "vector_count": 47,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 84,
      "truth_assignment": [
        0,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        21,
        23
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-9b944854629a",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 6,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 94,
        "total": 94,
        "truth_depth": 2,
        "vector_count": 47,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 88,
      "truth_assignment": [
        0,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        21,
        23
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-2cacfefde861",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 94,
        "total": 94,
        "truth_depth": 2,
        "vector_count": 47,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 84,
      "truth_assignment": [
        0,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        21,
        23
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-dff76d0375cc",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 94,
        "total": 94,
        "truth_depth": 2,
        "vector_count": 47,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 62,
      "truth_assignment": [
        0,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        21,
        23
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-39289efbfe65",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 94,
        "total": 94,
        "truth_depth": 2,
        "vector_count": 47,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 30,
      "truth_assignment": [
        0,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        21,
        23
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-7d7532487ae5",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 94,
        "total": 94,
        "truth_depth": 2,
        "vector_count": 47,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 94,
        "total": 94,
        "truth_depth": 2,
        "vector_count": 47,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        21,
        23
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-0136ff778209",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 60,
        "total": 60,
        "truth_depth": 2,
        "vector_count": 33,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 60,
        "total": 60,
        "truth_depth": 2,
        "vector_count": 33,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        7,
        33
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-c3ea196c862d",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 10,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 60,
        "total": 60,
        "truth_depth": 2,
        "vector_count": 33,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 40,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        7,
        33
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-2f4c25fc1f07",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 7,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 60,
        "total": 60,
        "truth_depth": 2,
        "vector_count": 33,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 58,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        7,
        33
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-5e4a2d742930",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 7,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 60,
        "total": 60,
        "truth_depth": 2,
        "vector_count": 33,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 56,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        7,
        33
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-f6df37c4fff0",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 1,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 60,
        "total": 60,
        "truth_depth": 2,
        "vector_count": 33,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 40,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        7,
        33
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-b6adef424dce",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 33,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 7,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 60,
        "total": 60,
        "truth_depth": 2,
        "vector_count": 33,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 58,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        7,
        33
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-205d3af6b6ea",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 18,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 60,
        "total": 60,
        "truth_depth": 2,
        "vector_count": 33,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 28,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        7,
        33
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-02641d57dbb1",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 33,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 6,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 60,
        "total": 60,
        "truth_depth": 2,
        "vector_count": 33,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 54,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        7,
        33
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-b861724e6d20",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 7,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 60,
        "total": 60,
        "truth_depth": 2,
        "vector_count": 33,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 48,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        7,
        33
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-c26538746758",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 6,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 60,
        "total": 60,
        "truth_depth": 2,
        "vector_count": 33,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 54,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        7,
        33
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-363269f399da",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 128,
        "total": 128,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 128,
        "total": 128,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        24,
        14
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-e3d565be69d1",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 128,
        "total": 128,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 112,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        24,
        14
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-525a8e067f04",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          2,
          2,
          2,
          2,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 14,
        "total": 14,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 128,
        "total": 128,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 114,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        24,
        14
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-2c8d0e4bad0e",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 128,
        "total": 128,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 128,
        "total": 128,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        24,
        14
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-afe4b9e1fab5",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 128,
        "total": 128,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 64,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        24,
        14
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-c3f02e1df310",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 128,
        "total": 128,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 96,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        24,
        14
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-44888fc67e11",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 5,
        "total": 5,
        "truth_depth": 1,
        "vector_count": 5,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 128,
        "total": 128,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 123,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        24,
        14
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-af06a36017b7",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 128,
        "total": 128,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 112,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        24,
        14
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-9bdd582867ec",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 98,
        "total": 98,
        "truth_depth": 2,
        "vector_count": 49,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 128,
        "total": 128,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 30,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        24,
        14
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-11a2e5982b9a",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 2,
        "vector_count": 44,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 128,
        "total": 128,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 40,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        24,
        14
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-45464165c05e",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 114,
        "total": 114,
        "truth_depth": 2,
        "vector_count": 57,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 114,
        "total": 114,
        "truth_depth": 2,
        "vector_count": 57,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        26,
        13,
        28
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-1c088d975526",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 9,
        "total": 9,
        "truth_depth": 1,
        "vector_count": 9,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 114,
        "total": 114,
        "truth_depth": 2,
        "vector_count": 57,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 105,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        26,
        13,
        28
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-80986f6ab64b",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 6,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 114,
        "total": 114,
        "truth_depth": 2,
        "vector_count": 57,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 108,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        26,
        13,
        28
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-cbdec3c39e3c",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 114,
        "total": 114,
        "truth_depth": 2,
        "vector_count": 57,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 90,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        26,
        13,
        28
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-d0b7b084ccc8",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 114,
        "total": 114,
        "truth_depth": 2,
        "vector_count": 57,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 114,
        "total": 114,
        "truth_depth": 2,
        "vector_count": 57,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        26,
        13,
        28
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-d2127f3115a1",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 84,
        "total": 84,
        "truth_depth": 2,
        "vector_count": 42,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 114,
        "total": 114,
        "truth_depth": 2,
        "vector_count": 57,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 30,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        26,
        13,
        28
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-9c9b02f3c1df",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 29,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 6,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 114,
        "total": 114,
        "truth_depth": 2,
        "vector_count": 57,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 108,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        26,
        13,
        28
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-8b3600a075aa",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 114,
        "total": 114,
        "truth_depth": 2,
        "vector_count": 57,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 114,
        "total": 114,
        "truth_depth": 2,
        "vector_count": 57,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        26,
        13,
        28
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-da6ad1c0ee4d",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 84,
        "total": 84,
        "truth_depth": 2,
        "vector_count": 42,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 114,
        "total": 114,
        "truth_depth": 2,
        "vector_count": 57,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 30,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        26,
        13,
        28
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-d23dfc844a4f",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 114,
        "total": 114,
        "truth_depth": 2,
        "vector_count": 57,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 114,
        "total": 114,
        "truth_depth": 2,
        "vector_count": 57,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        26,
        13,
        28
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-766bb5dcd514",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 134,
        "total": 134,
        "truth_depth": 2,
        "vector_count": 67,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 134,
        "total": 134,
        "truth_depth": 2,
        "vector_count": 67,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        26,
        16,
        25
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-dac0b1cb34aa",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 134,
        "total": 134,
        "truth_depth": 2,
        "vector_count": 67,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 134,
        "total": 134,
        "truth_depth": 2,
        "vector_count": 67,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        26,
        16,
        25
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-a1c90048678f",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 134,
        "total": 134,
        "truth_depth": 2,
        "vector_count": 67,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 130,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        26,
        16,
        25
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-6449e74dc422",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 134,
        "total": 134,
        "truth_depth": 2,
        "vector_count": 67,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 70,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        26,
        16,
        25
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-c822dcbeca0a",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 18,
        "total": 18,
        "truth_depth": 1,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 134,
        "total": 134,
        "truth_depth": 2,
        "vector_count": 67,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 116,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        26,
        16,
        25
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-50c6d2b2afa4",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 11,
        "total": 11,
        "truth_depth": 1,
        "vector_count": 11,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 134,
        "total": 134,
        "truth_depth": 2,
        "vector_count": 67,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 123,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        26,
        16,
        25
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-34dfef822632",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 134,
        "total": 134,
        "truth_depth": 2,
        "vector_count": 67,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 134,
        "total": 134,
        "truth_depth": 2,
        "vector_count": 67,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        26,
        16,
        25
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-5b9f5fd79d7a",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 134,
        "total": 134,
        "truth_depth": 2,
        "vector_count": 67,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 126,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        26,
        16,
        25
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-cb7c3dbf0151",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 7,
        "total": 7,
        "truth_depth": 1,
        "vector_count": 7,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 134,
        "total": 134,
        "truth_depth": 2,
        "vector_count": 67,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 127,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        26,
        16,
        25
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-e1a559e63342",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 134,
        "total": 134,
        "truth_depth": 2,
        "vector_count": 67,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 70,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        26,
        16,
        25
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-fc9d991cc5bb",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 103,
        "total": 103,
        "truth_depth": 2,
        "vector_count": 53,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 103,
        "total": 103,
        "truth_depth": 2,
        "vector_count": 53,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        10,
        20,
        10
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-3ee83c9c04ba",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 103,
        "total": 103,
        "truth_depth": 2,
        "vector_count": 53,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 103,
        "total": 103,
        "truth_depth": 2,
        "vector_count": 53,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        10,
        20,
        10
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-95263b842e60",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 5,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 47,
        "total": 47,
        "truth_depth": 1,
        "vector_count": 25,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 103,
        "total": 103,
        "truth_depth": 2,
        "vector_count": 53,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 56,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        10,
        20,
        10
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-81ece2997bd4",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 47,
        "total": 47,
        "truth_depth": 1,
        "vector_count": 25,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 103,
        "total": 103,
        "truth_depth": 2,
        "vector_count": 53,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 56,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        10,
        20,
        10
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-7bf67421c38b",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 103,
        "total": 103,
        "truth_depth": 2,
        "vector_count": 53,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 99,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        10,
        20,
        10
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-618ef656b3c5",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 103,
        "total": 103,
        "truth_depth": 2,
        "vector_count": 53,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 93,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        10,
        20,
        10
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-34a026b567e7",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 5,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 10,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 103,
        "total": 103,
        "truth_depth": 2,
        "vector_count": 53,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 103,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        10,
        20,
        10
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 2
    },
    {
      "bins": 3,
      "case_id": "case-7670da04f7a7",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 103,
        "total": 103,
        "truth_depth": 2,
        "vector_count": 53,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 103,
        "total": 103,
        "truth_depth": 2,
        "vector_count": 53,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        10,
        20,
        10
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-30cd9e456099",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 8,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 71,
        "total": 71,
        "truth_depth": 2,
        "vector_count": 37,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 103,
        "total": 103,
        "truth_depth": 2,
        "vector_count": 53,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 32,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        10,
        20,
        10
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-8e207c948500",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 47,
        "total": 47,
        "truth_depth": 1,
        "vector_count": 25,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 103,
        "total": 103,
        "truth_depth": 2,
        "vector_count": 53,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 56,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        10,
        20,
        10
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-f0dc7b4cb18e",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 176,
        "total": 176,
        "truth_depth": 2,
        "vector_count": 88,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 176,
        "total": 176,
        "truth_depth": 2,
        "vector_count": 88,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        20,
        21,
        20
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-fd48d21b605c",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 176,
        "total": 176,
        "truth_depth": 2,
        "vector_count": 88,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 176,
        "total": 176,
        "truth_depth": 2,
        "vector_count": 88,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        20,
        21,
        20
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-5229809c2c72",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 176,
        "total": 176,
        "truth_depth": 2,
        "vector_count": 88,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 144,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        20,
        21,
        20
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-4cfcd9147648",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 176,
        "total": 176,
        "truth_depth": 2,
        "vector_count": 88,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 174,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        20,
        21,
        20
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-d1f3b83300b4",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 2,
        "vector_count": 44,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 176,
        "total": 176,
        "truth_depth": 2,
        "vector_count": 88,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 88,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        20,
        21,
        20
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-f68f6a7bb732",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 6,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 176,
        "total": 176,
        "truth_depth": 2,
        "vector_count": 88,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 170,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        20,
        21,
        20
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-6dec87ccc9c8",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 176,
        "total": 176,
        "truth_depth": 2,
        "vector_count": 88,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 176,
        "total": 176,
        "truth_depth": 2,
        "vector_count": 88,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        20,
        21,
        20
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-ccda1c14857d",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 6,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 176,
        "total": 176,
        "truth_depth": 2,
        "vector_count": 88,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 170,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        20,
        21,
        20
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-77ecc61dfad7",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 2,
        "vector_count": 44,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 176,
        "total": 176,
        "truth_depth": 2,
        "vector_count": 88,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 88,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        20,
        21,
        20
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-13c70885241d",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 176,
        "total": 176,
        "truth_depth": 2,
        "vector_count": 88,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 164,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        20,
        21,
        20
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-b69e17ef4dab",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 186,
        "total": 186,
        "truth_depth": 2,
        "vector_count": 93,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 186,
        "total": 186,
        "truth_depth": 2,
        "vector_count": 93,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        12,
        23,
        22
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-4124fa2c38bf",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 54,
        "total": 54,
        "truth_depth": 2,
        "vector_count": 27,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 186,
        "total": 186,
        "truth_depth": 2,
        "vector_count": 93,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 132,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        12,
        23,
        22
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-c8893efbd9b4",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 5,
        "total": 5,
        "truth_depth": 1,
        "vector_count": 5,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 186,
        "total": 186,
        "truth_depth": 2,
        "vector_count": 93,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 181,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        12,
        23,
        22
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-67139f8e571f",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 186,
        "total": 186,
        "truth_depth": 2,
        "vector_count": 93,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 186,
        "total": 186,
        "truth_depth": 2,
        "vector_count": 93,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        12,
        23,
        22
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-53c3d4f9e6ac",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 186,
        "total": 186,
        "truth_depth": 2,
        "vector_count": 93,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 186,
        "total": 186,
        "truth_depth": 2,
        "vector_count": 93,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        12,
        23,
        22
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-57c5046228eb",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 186,
        "total": 186,
        "truth_depth": 2,
        "vector_count": 93,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 186,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        12,
        23,
        22
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 2
    },
    {
      "bins": 3,
      "case_id": "case-adb0cc02a1b2",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 186,
        "total": 186,
        "truth_depth": 2,
        "vector_count": 93,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 180,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        12,
        23,
        22
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-a226744056fd",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          1,
          1,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 186,
        "total": 186,
        "truth_depth": 2,
        "vector_count": 93,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 176,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        12,
        23,
        22
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-bafb2d722f42",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 98,
        "total": 98,
        "truth_depth": 2,
        "vector_count": 49,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 186,
        "total": 186,
        "truth_depth": 2,
        "vector_count": 93,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 88,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        12,
        23,
        22
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-6c56350c5e0d",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 114,
        "total": 114,
        "truth_depth": 2,
        "vector_count": 57,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 186,
        "total": 186,
        "truth_depth": 2,
        "vector_count": 93,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 72,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        12,
        23,
        22
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-0b58bc8f5512",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        1,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        25,
        18,
        21
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-d2f64a21ba63",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        1,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        25,
        18,
        21
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-a4335237b33c",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 190,
      "truth_assignment": [
        1,
        0,
        1,
        1,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        25,
        18,
        21
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-41afb9eb6edf",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 172,
      "truth_assignment": [
        1,
        0,
        1,
        1,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        25,
        18,
        21
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-d906fa3e64f2",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 9,
        "total": 9,
        "truth_depth": 1,
        "vector_count": 9,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 183,
      "truth_assignment": [
        1,
        0,
        1,
        1,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        25,
        18,
        21
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-6cefa3a6c236",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 36,
        "total": 36,
        "truth_depth": 2,
        "vector_count": 18,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 156,
      "truth_assignment": [
        1,
        0,
        1,
        1,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        25,
        18,
        21
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-85b3b1fc9e3f",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        1,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        25,
        18,
        21
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-8f8afb670675",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 128,
      "truth_assignment": [
        1,
        0,
        1,
        1,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        25,
        18,
        21
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-541ed679b105",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        1,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        25,
        18,
        21
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-b44e7bb32483",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 188,
      "truth_assignment": [
        1,
        0,
        1,
        1,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        25,
        18,
        21
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-49bafe773ec3",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 138,
        "total": 138,
        "truth_depth": 2,
        "vector_count": 70,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 138,
        "total": 138,
        "truth_depth": 2,
        "vector_count": 70,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        20,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-a0cda131437c",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 7,
        "total": 7,
        "truth_depth": 1,
        "vector_count": 7,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 138,
        "total": 138,
        "truth_depth": 2,
        "vector_count": 70,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 131,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        20,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-040fa5f15979",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 138,
        "total": 138,
        "truth_depth": 2,
        "vector_count": 70,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 136,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        20,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-a8ba91947393",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 7,
        "total": 7,
        "truth_depth": 1,
        "vector_count": 7,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 138,
        "total": 138,
        "truth_depth": 2,
        "vector_count": 70,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 131,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        20,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-1e2bdba20082",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 118,
        "total": 118,
        "truth_depth": 2,
        "vector_count": 60,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 138,
        "total": 138,
        "truth_depth": 2,
        "vector_count": 70,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 20,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        20,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-c9f2084cfa6f",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 56,
        "total": 56,
        "truth_depth": 2,
        "vector_count": 30,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 138,
        "total": 138,
        "truth_depth": 2,
        "vector_count": 70,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 82,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        20,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-08360e0a3f01",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 56,
        "total": 56,
        "truth_depth": 2,
        "vector_count": 30,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 138,
        "total": 138,
        "truth_depth": 2,
        "vector_count": 70,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 82,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        20,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-34a9a7d93a77",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 80,
        "total": 80,
        "truth_depth": 2,
        "vector_count": 42,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 138,
        "total": 138,
        "truth_depth": 2,
        "vector_count": 70,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 58,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        20,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-337524929a98",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 10,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 138,
        "total": 138,
        "truth_depth": 2,
        "vector_count": 70,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 128,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        20,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-d06689c66ffe",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 14,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 138,
        "total": 138,
        "truth_depth": 2,
        "vector_count": 70,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 114,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        20,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-827c13e27a8f",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 234,
        "total": 234,
        "truth_depth": 2,
        "vector_count": 117,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 234,
        "total": 234,
        "truth_depth": 2,
        "vector_count": 117,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        10,
        28
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-02c71b1a043a",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 144,
        "total": 144,
        "truth_depth": 2,
        "vector_count": 72,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 234,
        "total": 234,
        "truth_depth": 2,
        "vector_count": 117,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 90,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        10,
        28
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-51f2be31b488",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 9,
        "total": 9,
        "truth_depth": 1,
        "vector_count": 9,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 234,
        "total": 234,
        "truth_depth": 2,
        "vector_count": 117,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 225,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        10,
        28
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-5d426f4137d9",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 10,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 234,
        "total": 234,
        "truth_depth": 2,
        "vector_count": 117,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 232,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        10,
        28
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-4fadc70069f1",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 234,
        "total": 234,
        "truth_depth": 2,
        "vector_count": 117,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 210,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        10,
        28
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-1121b53b1d30",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 56,
        "total": 56,
        "truth_depth": 2,
        "vector_count": 28,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 234,
        "total": 234,
        "truth_depth": 2,
        "vector_count": 117,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 178,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        10,
        28
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-228667b1a69c",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 234,
        "total": 234,
        "truth_depth": 2,
        "vector_count": 117,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 210,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        10,
        28
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-28cf376efdba",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 56,
        "total": 56,
        "truth_depth": 2,
        "vector_count": 30,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 234,
        "total": 234,
        "truth_depth": 2,
        "vector_count": 117,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 178,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        10,
        28
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-5a01268190d6",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 132,
        "total": 132,
        "truth_depth": 2,
        "vector_count": 66,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 234,
        "total": 234,
        "truth_depth": 2,
        "vector_count": 117,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 102,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        10,
        28
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-e29c41d238ea",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 234,
        "total": 234,
        "truth_depth": 2,
        "vector_count": 117,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 138,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        10,
        28
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-c33fe1c193a7",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 174,
        "total": 174,
        "truth_depth": 2,
        "vector_count": 88,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 174,
        "total": 174,
        "truth_depth": 2,
        "vector_count": 88,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        31,
        15,
        15
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-d4bc819d7d5e",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 174,
        "total": 174,
        "truth_depth": 2,
        "vector_count": 88,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 174,
        "total": 174,
        "truth_depth": 2,
        "vector_count": 88,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        31,
        15,
        15
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-b295be5b7508",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 174,
        "total": 174,
        "truth_depth": 2,
        "vector_count": 88,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 142,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        31,
        15,
        15
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-c0faae17ca24",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 31,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 1,
        "vector_count": 16,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 174,
        "total": 174,
        "truth_depth": 2,
        "vector_count": 88,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 158,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        31,
        15,
        15
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-a7e60ffce533",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 6,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 174,
        "total": 174,
        "truth_depth": 2,
        "vector_count": 88,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 168,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        31,
        15,
        15
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-db3bf765cd96",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 31,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 6,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 174,
        "total": 174,
        "truth_depth": 2,
        "vector_count": 88,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 168,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        31,
        15,
        15
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-f30e5dc7b6c9",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 174,
        "total": 174,
        "truth_depth": 2,
        "vector_count": 88,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 166,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        31,
        15,
        15
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-6fac7ca70982",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 174,
        "total": 174,
        "truth_depth": 2,
        "vector_count": 88,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 174,
        "total": 174,
        "truth_depth": 2,
        "vector_count": 88,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        31,
        15,
        15
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-0cca743f7813",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 31,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 12,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 174,
        "total": 174,
        "truth_depth": 2,
        "vector_count": 88,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 162,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        31,
        15,
        15
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-599bc694a118",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 110,
        "total": 110,
        "truth_depth": 2,
        "vector_count": 56,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 174,
        "total": 174,
        "truth_depth": 2,
        "vector_count": 88,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 64,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        31,
        15,
        15
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-caadca95efd6",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 244,
        "total": 244,
        "truth_depth": 2,
        "vector_count": 122,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 244,
        "total": 244,
        "truth_depth": 2,
        "vector_count": 122,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        24,
        15,
        23
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-bb49e8885e02",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 244,
        "total": 244,
        "truth_depth": 2,
        "vector_count": 122,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 212,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        24,
        15,
        23
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-b1b0e0541a3c",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 2,
        "vector_count": 44,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 244,
        "total": 244,
        "truth_depth": 2,
        "vector_count": 122,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 156,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        24,
        15,
        23
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-7f3819626605",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 244,
        "total": 244,
        "truth_depth": 2,
        "vector_count": 122,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 244,
        "total": 244,
        "truth_depth": 2,
        "vector_count": 122,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        24,
        15,
        23
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-7066edb19540",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 56,
        "total": 56,
        "truth_depth": 2,
        "vector_count": 28,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 244,
        "total": 244,
        "truth_depth": 2,
        "vector_count": 122,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 188,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        24,
        15,
        23
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-5a309c67e627",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 160,
        "total": 160,
        "truth_depth": 2,
        "vector_count": 80,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 244,
        "total": 244,
        "truth_depth": 2,
        "vector_count": 122,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 84,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        24,
        15,
        23
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-5b1c0da04a48",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 7,
        "total": 7,
        "truth_depth": 1,
        "vector_count": 7,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 244,
        "total": 244,
        "truth_depth": 2,
        "vector_count": 122,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 237,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        24,
        15,
        23
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-4853555bf94d",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 244,
        "total": 244,
        "truth_depth": 2,
        "vector_count": 122,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 232,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        24,
        15,
        23
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-663027a7204d",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 244,
        "total": 244,
        "truth_depth": 2,
        "vector_count": 122,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 236,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        24,
        15,
        23
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-32bab00b7946",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 160,
        "total": 160,
        "truth_depth": 2,
        "vector_count": 80,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 244,
        "total": 244,
        "truth_depth": 2,
        "vector_count": 122,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 84,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        24,
        15,
        23
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-1cfa4fe4d7ad",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 200,
        "total": 200,
        "truth_depth": 2,
        "vector_count": 100,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 200,
        "total": 200,
        "truth_depth": 2,
        "vector_count": 100,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        13,
        21,
        27
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-07a73edb550b",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 70,
        "total": 70,
        "truth_depth": 2,
        "vector_count": 36,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 200,
        "total": 200,
        "truth_depth": 2,
        "vector_count": 100,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 130,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        13,
        21,
        27
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-fdf459573a29",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 29,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 200,
        "total": 200,
        "truth_depth": 2,
        "vector_count": 100,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 196,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        13,
        21,
        27
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-3cc6ffe8d697",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 20,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 200,
        "total": 200,
        "truth_depth": 2,
        "vector_count": 100,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 168,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        13,
        21,
        27
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-50e5c5f45332",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 10,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 200,
        "total": 200,
        "truth_depth": 2,
        "vector_count": 100,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 190,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        13,
        21,
        27
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-ee88f8be4943",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 10,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 200,
        "total": 200,
        "truth_depth": 2,
        "vector_count": 100,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 190,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        13,
        21,
        27
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-4c9eb6091602",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 200,
        "total": 200,
        "truth_depth": 2,
        "vector_count": 100,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 200,
        "total": 200,
        "truth_depth": 2,
        "vector_count": 100,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        13,
        21,
        27
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-1574c5c2a113",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 10,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 200,
        "total": 200,
        "truth_depth": 2,
        "vector_count": 100,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 190,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        13,
        21,
        27
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 3,
      "case_id": "case-e5baf990bde3",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 70,
        "total": 70,
        "truth_depth": 2,
        "vector_count": 36,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 200,
        "total": 200,
        "truth_depth": 2,
        "vector_count": 100,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 130,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        13,
        21,
        27
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 3,
      "case_id": "case-77628192866d",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 106,
        "total": 106,
        "truth_depth": 2,
        "vector_count": 53,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 200,
        "total": 200,
        "truth_depth": 2,
        "vector_count": 100,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 94,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        13,
        21,
        27
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-deaeb7bbf28b",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [],
      "truth_final_vector": [
        24,
        15,
        28,
        16
      ],
      "uncertain_transfers": 0,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-68c67b1503cb",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [],
      "truth_final_vector": [
        18,
        20,
        12,
        28
      ],
      "uncertain_transfers": 0,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-e7de6f79b737",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [],
      "truth_final_vector": [
        22,
        27,
        22,
        23
      ],
      "uncertain_transfers": 0,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-d05791f39f80",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [],
      "truth_final_vector": [
        22,
        20,
        17,
        13
      ],
      "uncertain_transfers": 0,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-66750603dea1",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [],
      "truth_final_vector": [
        19,
        18,
        27,
        14
      ],
      "uncertain_transfers": 0,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-dc078f5700f6",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [],
      "truth_final_vector": [
        27,
        16,
        17,
        13
      ],
      "uncertain_transfers": 0,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-b6c23f1d663e",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        19,
        26,
        13,
        18
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-a7a695e2fb01",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        19,
        26,
        13,
        18
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-48c0c0f38431",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        19,
        26,
        13,
        18
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-66e24a76bbb2",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        19,
        26,
        13,
        18
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-e70e04a333ea",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        19,
        26,
        13,
        18
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-48767ce3c9c8",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        19,
        26,
        13,
        18
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-e7bf3dd5deb3",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        19,
        26,
        13,
        18
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-deb10a04e96e",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        19,
        26,
        13,
        18
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-49dee9836d33",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        19,
        26,
        13,
        18
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-f0037e07627a",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        19,
        26,
        13,
        18
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-458b8bec939a",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        13,
        26,
        12,
        16
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-40c9da466bab",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        13,
        26,
        12,
        16
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-c0796d9db11a",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        13,
        26,
        12,
        16
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-bf704487f76a",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        13,
        26,
        12,
        16
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-7e8b9cfdf0eb",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        13,
        26,
        12,
        16
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-7eb49aee3339",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        13,
        26,
        12,
        16
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-a9abbcd3ce1e",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        13,
        26,
        12,
        16
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-316f45a4c1a6",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        13,
        26,
        12,
        16
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-73f33aae6878",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        13,
        26,
        12,
        16
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-1326e10cd4f0",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        13,
        26,
        12,
        16
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-ed82df4be40c",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        14,
        13,
        14,
        13
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-489cf5154df0",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        14,
        13,
        14,
        13
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-8fc3f38ffafa",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        14,
        13,
        14,
        13
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-ac5aa0d9b1d8",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        14,
        13,
        14,
        13
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-2d7929131ebd",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        14,
        13,
        14,
        13
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-dd1dc3a0b74f",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        14,
        13,
        14,
        13
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-5bb185e543db",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        14,
        13,
        14,
        13
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-c8ebbbc75a60",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        14,
        13,
        14,
        13
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-73018a55cec9",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        14,
        13,
        14,
        13
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-07923d5fd0cb",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        14,
        13,
        14,
        13
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-a2e8ed8a5f12",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        20,
        26,
        27,
        21
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-0d925f13cd6d",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        20,
        26,
        27,
        21
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-faf0c37f66ee",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        20,
        26,
        27,
        21
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-c69b60d4e1ce",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        20,
        26,
        27,
        21
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-cc455178c210",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        20,
        26,
        27,
        21
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-a5cb86d02712",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        20,
        26,
        27,
        21
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-983dd6c5f86f",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        20,
        26,
        27,
        21
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-658d6535e332",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        20,
        26,
        27,
        21
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-999cafe1c1bc",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        20,
        26,
        27,
        21
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-ae7b10f41c59",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        20,
        26,
        27,
        21
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-2a77f8ee3865",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        28,
        16,
        24,
        24
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-d5058eda16f1",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        28,
        16,
        24,
        24
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-2b3d40d9322a",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        28,
        16,
        24,
        24
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-e01b28610473",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        28,
        16,
        24,
        24
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-6a6bd787126f",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        28,
        16,
        24,
        24
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-7620a497a17f",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        28,
        16,
        24,
        24
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-d4ce40ccdcae",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        28,
        16,
        24,
        24
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-c99f75a5cad7",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        28,
        16,
        24,
        24
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-d4b3e22dd555",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        28,
        16,
        24,
        24
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-6716eeb70a2d",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        28,
        16,
        24,
        24
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-8cfe8f1bbccf",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        25,
        12,
        25,
        25
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-e1341bbb4317",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        25,
        12,
        25,
        25
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-5897296dda8a",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        25,
        12,
        25,
        25
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-af6afe142cb3",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        25,
        12,
        25,
        25
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-586f9c97b7e5",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        25,
        12,
        25,
        25
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-b2ea20c2b826",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        25,
        12,
        25,
        25
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-05117324e294",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        25,
        12,
        25,
        25
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-503f458ebe6e",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        25,
        12,
        25,
        25
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-5b247192a04f",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        25,
        12,
        25,
        25
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-ae5b6fc59978",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        25,
        12,
        25,
        25
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-a20bdd7544a4",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        13,
        19,
        24,
        25
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-37a1becb5c1b",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 3,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        13,
        19,
        24,
        25
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-05c9d169fe2f",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        13,
        19,
        24,
        25
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-8d1b8d751291",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        13,
        19,
        24,
        25
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-ce8c8df3232b",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 1,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        13,
        19,
        24,
        25
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-bcf86200d9e9",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 1,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        13,
        19,
        24,
        25
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-42082d742072",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        13,
        19,
        24,
        25
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-1908b9b6c1de",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        13,
        19,
        24,
        25
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-d63235d78302",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 1,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        13,
        19,
        24,
        25
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-45f41c211005",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        13,
        19,
        24,
        25
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-7286934cf85d",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        25,
        26,
        18,
        22
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-9a7a2f5d798a",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        25,
        26,
        18,
        22
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-b63c5d87c8b0",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        25,
        26,
        18,
        22
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-6a640cc1add6",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        25,
        26,
        18,
        22
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-3e04f7a6bae6",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        25,
        26,
        18,
        22
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-4dc32568167d",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        25,
        26,
        18,
        22
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 2
    },
    {
      "bins": 4,
      "case_id": "case-8e3d711ed8e3",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        25,
        26,
        18,
        22
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-047739b5b06b",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        25,
        26,
        18,
        22
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-18cb35e6db1d",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        25,
        26,
        18,
        22
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-a8c0ac0db799",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        25,
        26,
        18,
        22
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-ed51495f6c96",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        22,
        28,
        27,
        26
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-c3648c1da2f1",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        22,
        28,
        27,
        26
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-f2ffbb3ff015",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        22,
        28,
        27,
        26
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-b76294dada98",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        22,
        28,
        27,
        26
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-25bb9e6d8d2a",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        22,
        28,
        27,
        26
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-0c6a9d36c444",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        22,
        28,
        27,
        26
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-2207aeaba210",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        22,
        28,
        27,
        26
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-30af5fbfbf5b",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        22,
        28,
        27,
        26
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-aa5b05aece33",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        22,
        28,
        27,
        26
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-e8d178b96fa1",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        22,
        28,
        27,
        26
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-2a36dc3de83b",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        20,
        12,
        15,
        26
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-fa14c3ebe2b1",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        20,
        12,
        15,
        26
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-7134a4d35e83",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        20,
        12,
        15,
        26
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 2
    },
    {
      "bins": 4,
      "case_id": "case-cc535c702818",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        20,
        12,
        15,
        26
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-13d8e19be489",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        20,
        12,
        15,
        26
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-6c122da12bf1",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        20,
        12,
        15,
        26
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-cec58f5d0030",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        20,
        12,
        15,
        26
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-0edf6c45267f",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        20,
        12,
        15,
        26
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-94b09cc54dbb",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        20,
        12,
        15,
        26
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-b48b22f518bd",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        20,
        12,
        15,
        26
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-0ab5ae8c8f64",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        14,
        23,
        26,
        24
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-3ffb2c8a207a",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        14,
        23,
        26,
        24
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-1cef1032790c",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        14,
        23,
        26,
        24
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-3a83e6ee21e6",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        14,
        23,
        26,
        24
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-742f2dae8072",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        14,
        23,
        26,
        24
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-59fa8e0f3fea",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        14,
        23,
        26,
        24
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-c82958c069f7",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        14,
        23,
        26,
        24
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-d80e3bd0ac56",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        14,
        23,
        26,
        24
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-509f5dcc0062",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 29,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        14,
        23,
        26,
        24
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-c93e6b57fba1",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        14,
        23,
        26,
        24
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-8997f7e69d7e",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        23,
        14,
        17,
        22
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-054335687727",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        23,
        14,
        17,
        22
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-729c5d438445",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        23,
        14,
        17,
        22
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-e4242c4e14cb",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        23,
        14,
        17,
        22
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-384b7bf84a86",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        23,
        14,
        17,
        22
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-9e04a4fc05d2",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        23,
        14,
        17,
        22
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-2b7e75e905fd",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        23,
        14,
        17,
        22
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-9f24858d0d26",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        23,
        14,
        17,
        22
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-6c8b5d14ea3b",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        23,
        14,
        17,
        22
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-c201041dabb8",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        23,
        14,
        17,
        22
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-263fdffd0874",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1
      ],
      "truth_final_vector": [
        10,
        17,
        12,
        20
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-31fadb0d05c6",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1
      ],
      "truth_final_vector": [
        10,
        17,
        12,
        20
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-6cdc3167c590",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 10,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        0,
        1,
        1
      ],
      "truth_final_vector": [
        10,
        17,
        12,
        20
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-5c39a450a4fa",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 10,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        0,
        1,
        1
      ],
      "truth_final_vector": [
        10,
        17,
        12,
        20
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-4fc1a6f5bada",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 10,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        0,
        1,
        1
      ],
      "truth_final_vector": [
        10,
        17,
        12,
        20
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-3f8187196d19",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1
      ],
      "truth_final_vector": [
        10,
        17,
        12,
        20
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-6e9d60f3318b",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        0,
        1,
        1
      ],
      "truth_final_vector": [
        10,
        17,
        12,
        20
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-cf4ecb9c301d",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        0,
        1,
        1
      ],
      "truth_final_vector": [
        10,
        17,
        12,
        20
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-a89d28093dbc",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1
      ],
      "truth_final_vector": [
        10,
        17,
        12,
        20
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-dca4df52d7b3",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1
      ],
      "truth_final_vector": [
        10,
        17,
        12,
        20
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-f1da02883bce",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1
      ],
      "truth_final_vector": [
        21,
        27,
        19,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-dab44a144d20",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1
      ],
      "truth_final_vector": [
        21,
        27,
        19,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-150fe5d4a535",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1
      ],
      "truth_final_vector": [
        21,
        27,
        19,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-49a06cf3b3c2",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        0,
        1,
        1
      ],
      "truth_final_vector": [
        21,
        27,
        19,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-c87422ab3088",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1
      ],
      "truth_final_vector": [
        21,
        27,
        19,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-d2e748b5726f",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1
      ],
      "truth_final_vector": [
        21,
        27,
        19,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-87331a37f4d8",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1
      ],
      "truth_final_vector": [
        21,
        27,
        19,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-739de1718837",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        0,
        1,
        1
      ],
      "truth_final_vector": [
        21,
        27,
        19,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-26183724d5bf",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        0,
        1,
        1
      ],
      "truth_final_vector": [
        21,
        27,
        19,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 2
    },
    {
      "bins": 4,
      "case_id": "case-e1bf300ed17f",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1
      ],
      "truth_final_vector": [
        21,
        27,
        19,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-00604e1f5d3f",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        18,
        27,
        15,
        14
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-2a933893efdc",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        18,
        27,
        15,
        14
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-36ecdd85b7f2",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        18,
        27,
        15,
        14
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-39bd891aa185",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        18,
        27,
        15,
        14
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-96cbc5f281e1",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        18,
        27,
        15,
        14
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-95b1b591028c",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        18,
        27,
        15,
        14
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-d4cd0fe92c3a",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        18,
        27,
        15,
        14
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-b39b5329c595",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        18,
        27,
        15,
        14
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-51baf9578895",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        18,
        27,
        15,
        14
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-519d34b96f85",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        18,
        27,
        15,
        14
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-fd211cb15a73",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        16,
        23,
        12
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-0a232783d9a3",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        16,
        23,
        12
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-65e8f824f382",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        16,
        23,
        12
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-0361dbfd64fd",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        16,
        23,
        12
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-7ddacb693315",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        16,
        23,
        12
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-6d70b92d1522",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        16,
        23,
        12
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-45d2fa7392b2",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        16,
        23,
        12
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-2d58df7673c4",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        16,
        23,
        12
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-c051ddc6df9d",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        16,
        23,
        12
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-627025ad51c6",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        16,
        23,
        12
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-071d8cfed816",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        13,
        21,
        22,
        17
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-65a0890d3504",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        13,
        21,
        22,
        17
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-b858be8ce945",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        13,
        21,
        22,
        17
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-6b2b283261f2",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        13,
        21,
        22,
        17
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-83ce3506d3a0",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        13,
        21,
        22,
        17
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-77656b23798b",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        13,
        21,
        22,
        17
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-b9970facadf7",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        13,
        21,
        22,
        17
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-297869c96fce",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        13,
        21,
        22,
        17
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-2d7556af3980",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        13,
        21,
        22,
        17
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-01fe55ea9d18",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        13,
        21,
        22,
        17
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-81162d4fd29d",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        13,
        27,
        18,
        25
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-c1d47f1ae2b4",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        13,
        27,
        18,
        25
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-96601658d190",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        13,
        27,
        18,
        25
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-25bf15d753b9",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        13,
        27,
        18,
        25
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-cfb997c22c3e",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        13,
        27,
        18,
        25
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-bee39cdb7a35",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        13,
        27,
        18,
        25
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-71329d320346",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        13,
        27,
        18,
        25
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-ba5784d96b4e",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        13,
        27,
        18,
        25
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-5230f454cb9f",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        13,
        27,
        18,
        25
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-0bddb8570ef5",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        13,
        27,
        18,
        25
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-dfcfbb258283",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        30,
        14,
        18,
        16
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-773f7d7e2d28",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 20,
      "truth_assignment": [
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        30,
        14,
        18,
        16
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-4ead9f1d3e91",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 20,
      "truth_assignment": [
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        30,
        14,
        18,
        16
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-b1748f0842da",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        30,
        14,
        18,
        16
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-717699238ebd",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 30,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 6,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        30,
        14,
        18,
        16
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-81042ef4d36f",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        30,
        14,
        18,
        16
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-0a9bca06e3b6",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 30,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 6,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        30,
        14,
        18,
        16
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-f48bfc6be72b",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 20,
      "truth_assignment": [
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        30,
        14,
        18,
        16
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-e71dd5289cea",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        30,
        14,
        18,
        16
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-1dd560e05550",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 20,
      "truth_assignment": [
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        30,
        14,
        18,
        16
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-ba66eddaca00",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        14,
        16,
        32,
        27
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-52af4a687684",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        14,
        16,
        32,
        27
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-67ebcc694aad",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 30,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        14,
        16,
        32,
        27
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-2cef01b8a5fe",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 30,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        14,
        16,
        32,
        27
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-2893c1174ae3",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 30,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        14,
        16,
        32,
        27
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-f6c5ed098c92",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 28,
      "truth_assignment": [
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        14,
        16,
        32,
        27
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-d4675f5f816f",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        14,
        16,
        32,
        27
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-6aca535a861f",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 30,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 30,
      "truth_assignment": [
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        14,
        16,
        32,
        27
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-475ad79a063e",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        14,
        16,
        32,
        27
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-6988a6e0d788",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 32,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        14,
        16,
        32,
        27
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-c5915d70e57b",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 1,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 1,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        35,
        26,
        16,
        22
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-bb0cba328a5d",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 1,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        35,
        26,
        16,
        22
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-cbad1be1be45",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 35,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 32,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 1,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 22,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        35,
        26,
        16,
        22
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-e0c2a6ab4d82",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 32,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          1,
          1,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 1,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        35,
        26,
        16,
        22
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-7868a619a3a3",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 32,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          1,
          1,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 1,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        35,
        26,
        16,
        22
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-834e2142fe20",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 1,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 1,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        35,
        26,
        16,
        22
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-03b5f736d589",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 32,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          1,
          1,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 1,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        35,
        26,
        16,
        22
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-19f2cf3972c0",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 1,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 1,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        35,
        26,
        16,
        22
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-1582a4bc0c9b",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 1,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 22,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        35,
        26,
        16,
        22
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-50d0a30884dc",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 1,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 1,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        35,
        26,
        16,
        22
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-4af1fc5ab1a9",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        26,
        28,
        21,
        27
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-7aae274b520a",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        26,
        28,
        21,
        27
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-d5ad443b60fe",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        26,
        28,
        21,
        27
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-037a47e31222",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        26,
        28,
        21,
        27
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-6fc7544e7f3a",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        26,
        28,
        21,
        27
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-07105a75837c",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        26,
        28,
        21,
        27
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-ed17389702d8",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        26,
        28,
        21,
        27
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-de15d3edffba",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 6,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        26,
        28,
        21,
        27
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-54bca19435f0",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        26,
        28,
        21,
        27
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-c3162555be69",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        26,
        28,
        21,
        27
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-1728713f5c29",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        27,
        25,
        13,
        20
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-8a8e2428eac4",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 22,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        27,
        25,
        13,
        20
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-12fdc53b34b7",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 22,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        27,
        25,
        13,
        20
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-a2fc982ffa30",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 22,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        27,
        25,
        13,
        20
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-d38f767911c1",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        27,
        25,
        13,
        20
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-54443c05ac17",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        27,
        25,
        13,
        20
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-460be35c5871",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        27,
        25,
        13,
        20
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-7c0f1c807dd6",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        27,
        25,
        13,
        20
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-956a94bacaab",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        27,
        25,
        13,
        20
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-cf6c68c29ee9",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 22,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        27,
        25,
        13,
        20
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-c220bf1a3a14",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        15,
        21,
        18,
        12
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-35b5732c6a40",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          2,
          1,
          1,
          2,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        15,
        21,
        18,
        12
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-bbb86c2cadbb",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          2,
          1,
          1,
          1,
          1,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        15,
        21,
        18,
        12
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-16e3191a7b43",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          2,
          1,
          1,
          1,
          1,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        15,
        21,
        18,
        12
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-e4051ee3c61c",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          2,
          1,
          1,
          1,
          1,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        15,
        21,
        18,
        12
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-08720429f7ac",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 22,
      "truth_assignment": [
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        15,
        21,
        18,
        12
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-df8b71d997b0",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          2,
          1,
          1,
          2,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        15,
        21,
        18,
        12
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-f45bb71c4dbd",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          1,
          2,
          1,
          1,
          2,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        15,
        21,
        18,
        12
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-5125e64e334c",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          2,
          1,
          1,
          1,
          1,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        15,
        21,
        18,
        12
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-6b4e845ca916",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 22,
      "truth_assignment": [
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        15,
        21,
        18,
        12
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-29641897e1ef",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        23,
        27,
        13,
        11
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-3f95f314e582",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        23,
        27,
        13,
        11
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-115420c6c96c",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 11,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 60,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        23,
        27,
        13,
        11
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-62a7db6022fa",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        23,
        27,
        13,
        11
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-57f12cb758a7",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 48,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        23,
        27,
        13,
        11
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-0decae588d4b",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 10,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 32,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        23,
        27,
        13,
        11
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-01ab23c2280c",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        23,
        27,
        13,
        11
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-3e52353195e5",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 32,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        23,
        27,
        13,
        11
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-e2de6b7c990e",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 32,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        23,
        27,
        13,
        11
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-ca45c9aee423",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 60,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        23,
        27,
        13,
        11
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-59e05f60e0ee",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        28,
        25,
        14,
        17
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-26a9845acb8e",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 44,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        28,
        25,
        14,
        17
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-5e5135c215c3",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 11,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        28,
        25,
        14,
        17
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-54c118d5ed4e",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        28,
        25,
        14,
        17
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-feeb93ad5da5",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 44,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        28,
        25,
        14,
        17
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-d9757158b552",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 6,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 42,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        28,
        25,
        14,
        17
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-9e77526470d1",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        28,
        25,
        14,
        17
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-0f8f8ad1ecac",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        28,
        25,
        14,
        17
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-8b9aa9da4b8c",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 44,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        28,
        25,
        14,
        17
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-26e67d5eeb49",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        28,
        25,
        14,
        17
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-32ca7d153cd7",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        7,
        24,
        15,
        15
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-2fb4e34ed9c3",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 40,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        7,
        24,
        15,
        15
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-c6ce09ea9640",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 56,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        7,
        24,
        15,
        15
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-d6977d31620c",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 10,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 10,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 68,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        7,
        24,
        15,
        15
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 2
    },
    {
      "bins": 4,
      "case_id": "case-43f07f2d0226",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        7,
        24,
        15,
        15
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-0b5978045bd3",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 68,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        7,
        24,
        15,
        15
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 2
    },
    {
      "bins": 4,
      "case_id": "case-a1095e3ca38d",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        7,
        24,
        15,
        15
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-790809998133",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        7,
        24,
        15,
        15
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-60cec6101ce7",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 62,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        7,
        24,
        15,
        15
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-704536a2e898",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        7,
        24,
        15,
        15
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-e1426f0b9336",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        20,
        22,
        24,
        26
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-df4f51fb9217",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        0,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        20,
        22,
        24,
        26
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-6c57db1bb702",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        20,
        22,
        24,
        26
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-bd3c3455b131",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        20,
        22,
        24,
        26
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-76237263ec3f",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 24,
      "truth_assignment": [
        0,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        20,
        22,
        24,
        26
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-09da3493bd65",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 44,
      "truth_assignment": [
        0,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        20,
        22,
        24,
        26
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-05f4e00e055e",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 44,
      "truth_assignment": [
        0,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        20,
        22,
        24,
        26
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-daecdc52fd34",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        20,
        22,
        24,
        26
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-2f3d5422f966",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        0,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        20,
        22,
        24,
        26
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-c38615da7819",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        0,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        20,
        22,
        24,
        26
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-f36500004f61",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 60,
        "total": 60,
        "truth_depth": 2,
        "vector_count": 30,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 60,
        "total": 60,
        "truth_depth": 2,
        "vector_count": 30,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        23,
        26,
        25,
        23
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-349306ac6c67",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 60,
        "total": 60,
        "truth_depth": 2,
        "vector_count": 30,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 56,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        23,
        26,
        25,
        23
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-b096cad1f89b",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 60,
        "total": 60,
        "truth_depth": 2,
        "vector_count": 30,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 56,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        23,
        26,
        25,
        23
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-5576aea37537",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 60,
        "total": 60,
        "truth_depth": 2,
        "vector_count": 30,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 60,
        "total": 60,
        "truth_depth": 2,
        "vector_count": 30,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        23,
        26,
        25,
        23
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-c73aeff3669d",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 60,
        "total": 60,
        "truth_depth": 2,
        "vector_count": 30,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 48,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        23,
        26,
        25,
        23
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-6d2e1cc6859d",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 60,
        "total": 60,
        "truth_depth": 2,
        "vector_count": 30,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 60,
        "total": 60,
        "truth_depth": 2,
        "vector_count": 30,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        23,
        26,
        25,
        23
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-46657b660bf8",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 60,
        "total": 60,
        "truth_depth": 2,
        "vector_count": 30,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 60,
        "total": 60,
        "truth_depth": 2,
        "vector_count": 30,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        23,
        26,
        25,
        23
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-23fb5595a243",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 60,
        "total": 60,
        "truth_depth": 2,
        "vector_count": 30,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 60,
        "total": 60,
        "truth_depth": 2,
        "vector_count": 30,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        23,
        26,
        25,
        23
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-31342840a183",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 60,
        "total": 60,
        "truth_depth": 2,
        "vector_count": 30,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 28,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        23,
        26,
        25,
        23
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-83087a523c65",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 60,
        "total": 60,
        "truth_depth": 2,
        "vector_count": 30,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 44,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        23,
        26,
        25,
        23
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-e1c089fc3331",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 1,
        "vector_count": 18,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 1,
        "vector_count": 18,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        29,
        19,
        25
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-3d9e52d5a4c0",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 29,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 1,
        "vector_count": 18,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 32,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        29,
        19,
        25
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 2
    },
    {
      "bins": 4,
      "case_id": "case-071092f06ab8",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 1,
        "vector_count": 18,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 1,
        "vector_count": 18,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        29,
        19,
        25
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-fa854575e8c2",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 1,
        "vector_count": 18,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 1,
        "vector_count": 18,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        29,
        19,
        25
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-f701a43b240d",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 13,
        "total": 13,
        "truth_depth": 1,
        "vector_count": 9,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 1,
        "vector_count": 18,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 19,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        29,
        19,
        25
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-824a2def298c",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 1,
        "vector_count": 18,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 1,
        "vector_count": 18,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        29,
        19,
        25
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-b144a9743a0a",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 1,
        "vector_count": 18,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 1,
        "vector_count": 18,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        29,
        19,
        25
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-34731105618b",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 1,
        "vector_count": 18,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 1,
        "vector_count": 18,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        29,
        19,
        25
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-00e85cc147d1",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 1,
        "vector_count": 18,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 1,
        "vector_count": 18,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        29,
        19,
        25
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-5bdb1db5ded5",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 1,
        "vector_count": 18,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 1,
        "vector_count": 18,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        29,
        19,
        25
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-7bdbd7abbe48",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        17,
        22,
        26,
        27
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-c43a4c2e2be6",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 48,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        17,
        22,
        26,
        27
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-6216f060413b",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 64,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        17,
        22,
        26,
        27
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-e6410d5e8d1a",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 32,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        17,
        22,
        26,
        27
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-0c1b22415cba",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 48,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        17,
        22,
        26,
        27
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-55fa11d8f7b6",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 6,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 90,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        17,
        22,
        26,
        27
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-22a6f572b976",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 48,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        17,
        22,
        26,
        27
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-f002214e6cc3",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 48,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        17,
        22,
        26,
        27
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-492252554716",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 94,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        17,
        22,
        26,
        27
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-11bf217aba38",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 48,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        17,
        22,
        26,
        27
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-debcf10dcfc9",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 136,
        "total": 136,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 136,
        "total": 136,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        24,
        25,
        17,
        12
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-ab3f8c64dcbd",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 136,
        "total": 136,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 104,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        24,
        25,
        17,
        12
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-3d6ecb52d369",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 136,
        "total": 136,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 120,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        24,
        25,
        17,
        12
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-432ccb10a22e",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 1,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 136,
        "total": 136,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 112,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        24,
        25,
        17,
        12
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-787a29f4fdc6",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 136,
        "total": 136,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 120,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        24,
        25,
        17,
        12
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-f658b6e35c9e",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 136,
        "total": 136,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 120,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        24,
        25,
        17,
        12
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-00cd472f923c",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 136,
        "total": 136,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 72,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        24,
        25,
        17,
        12
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-b343ed0ce3eb",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 136,
        "total": 136,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 104,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        24,
        25,
        17,
        12
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-6a34b66423a6",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 136,
        "total": 136,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 72,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        24,
        25,
        17,
        12
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-2722cf7e73a0",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 136,
        "total": 136,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 72,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        24,
        25,
        17,
        12
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-74a052cb23a7",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        30,
        14,
        21,
        12
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-75ab3c9d348d",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 48,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        30,
        14,
        21,
        12
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-a2bb02bdbba3",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 92,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        30,
        14,
        21,
        12
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-feb37e3390bf",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 48,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        30,
        14,
        21,
        12
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-eb7227b18d98",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 48,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        30,
        14,
        21,
        12
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-34f8d4749a74",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 92,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        30,
        14,
        21,
        12
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-93fb1e026976",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 6,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 90,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        30,
        14,
        21,
        12
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-f61377cd6cb8",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        30,
        14,
        21,
        12
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-d2f9f9c51b8c",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 94,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        30,
        14,
        21,
        12
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-5f514f4cca3b",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        30,
        14,
        21,
        12
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-bb8575e589e3",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        27,
        31,
        18
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-35fdb469a145",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 48,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        27,
        31,
        18
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-7067ccab7184",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 92,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        27,
        31,
        18
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-62c0849e4f76",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 92,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        27,
        31,
        18
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-59a574ef5e16",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        27,
        31,
        18
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-d678d1d0c616",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 31,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 12,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 84,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        27,
        31,
        18
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-8cbb6be5f338",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 31,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 6,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 90,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        27,
        31,
        18
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-07afa688d119",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 22,
        "total": 22,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 74,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        27,
        31,
        18
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-6817a5880448",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 31,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 6,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 90,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        27,
        31,
        18
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-74fecb0083f5",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 48,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        27,
        31,
        18
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-76e029d2fbb1",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        21,
        22,
        22,
        15
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-f8cd4fbed9d2",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        21,
        22,
        22,
        15
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-7ee82c4b09e0",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 120,
      "truth_assignment": [
        1,
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        21,
        22,
        22,
        15
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-a8bc569b2f17",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 168,
      "truth_assignment": [
        1,
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        21,
        22,
        22,
        15
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-fd7ed1060955",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 152,
      "truth_assignment": [
        1,
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        21,
        22,
        22,
        15
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-c6d07e0c7fc9",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        21,
        22,
        22,
        15
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-4fe3ebdeae45",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 96,
      "truth_assignment": [
        1,
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        21,
        22,
        22,
        15
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-a6169eb6b102",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 152,
      "truth_assignment": [
        1,
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        21,
        22,
        22,
        15
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-a77165872ff9",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        21,
        22,
        22,
        15
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-92b8f509df8d",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 96,
      "truth_assignment": [
        1,
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        21,
        22,
        22,
        15
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-73c3ca1d5067",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 144,
        "total": 144,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 144,
        "total": 144,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        24,
        23,
        18
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-e25a4929daf1",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 144,
        "total": 144,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 144,
        "total": 144,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        24,
        23,
        18
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-1ce5edc050e0",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          1,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 28,
        "total": 28,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 144,
        "total": 144,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 116,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        24,
        23,
        18
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-dfbb2bcae69c",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 144,
        "total": 144,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 80,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        24,
        23,
        18
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-deb3d8ad930c",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          2,
          1,
          2,
          2,
          1,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 144,
        "total": 144,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 132,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        24,
        23,
        18
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-a2b7ef8d78dd",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 144,
        "total": 144,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 72,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        24,
        23,
        18
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-63afd918d64d",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 144,
        "total": 144,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 132,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        24,
        23,
        18
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-4563b97d35af",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 144,
        "total": 144,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 80,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        24,
        23,
        18
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-ce1f64758926",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          2,
          1,
          1,
          2,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 144,
        "total": 144,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 132,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        24,
        23,
        18
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-c81d00fc3f3d",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 144,
        "total": 144,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 80,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        24,
        24,
        23,
        18
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-501d17dac58b",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 186,
        "total": 186,
        "truth_depth": 2,
        "vector_count": 80,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 186,
        "total": 186,
        "truth_depth": 2,
        "vector_count": 80,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        21,
        28,
        18,
        23
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-4b3200b21845",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          1,
          1,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 186,
        "total": 186,
        "truth_depth": 2,
        "vector_count": 80,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 176,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        21,
        28,
        18,
        23
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-53262e29ad56",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          1,
          1,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 186,
        "total": 186,
        "truth_depth": 2,
        "vector_count": 80,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 176,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        21,
        28,
        18,
        23
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-025e68c1ec48",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 186,
        "total": 186,
        "truth_depth": 2,
        "vector_count": 80,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 154,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        21,
        28,
        18,
        23
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-be821be54813",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 186,
        "total": 186,
        "truth_depth": 2,
        "vector_count": 80,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 186,
        "total": 186,
        "truth_depth": 2,
        "vector_count": 80,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        21,
        28,
        18,
        23
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-45859a61a817",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 2,
        "vector_count": 20,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 186,
        "total": 186,
        "truth_depth": 2,
        "vector_count": 80,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 146,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        21,
        28,
        18,
        23
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-a503ba390f16",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 2,
        "vector_count": 20,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 186,
        "total": 186,
        "truth_depth": 2,
        "vector_count": 80,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 146,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        21,
        28,
        18,
        23
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-16a0881e1a52",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          2,
          1,
          1,
          1,
          1,
          2,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 14,
        "total": 14,
        "truth_depth": 1,
        "vector_count": 10,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 186,
        "total": 186,
        "truth_depth": 2,
        "vector_count": 80,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 172,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        21,
        28,
        18,
        23
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-5956d57e2655",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          1,
          1,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 186,
        "total": 186,
        "truth_depth": 2,
        "vector_count": 80,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 176,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        21,
        28,
        18,
        23
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-b952f25eecd3",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 186,
        "total": 186,
        "truth_depth": 2,
        "vector_count": 80,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 186,
        "total": 186,
        "truth_depth": 2,
        "vector_count": 80,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        21,
        28,
        18,
        23
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-f68a94f7592f",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 180,
        "total": 180,
        "truth_depth": 2,
        "vector_count": 72,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 180,
        "total": 180,
        "truth_depth": 2,
        "vector_count": 72,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        27,
        8,
        32
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-bfb9a3adc6a8",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 32,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 180,
        "total": 180,
        "truth_depth": 2,
        "vector_count": 72,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 148,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        27,
        8,
        32
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-aabea6a3ef13",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 32,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 180,
        "total": 180,
        "truth_depth": 2,
        "vector_count": 72,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 148,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        27,
        8,
        32
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-9ae3ec3f4d3e",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 180,
        "total": 180,
        "truth_depth": 2,
        "vector_count": 72,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 116,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        27,
        8,
        32
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-b153c66bb52a",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 30,
        "total": 30,
        "truth_depth": 2,
        "vector_count": 18,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 180,
        "total": 180,
        "truth_depth": 2,
        "vector_count": 72,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 150,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        27,
        8,
        32
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-ca5bc62dde3c",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 36,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 180,
        "total": 180,
        "truth_depth": 2,
        "vector_count": 72,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 108,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        27,
        8,
        32
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-a0422915aacb",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 180,
        "total": 180,
        "truth_depth": 2,
        "vector_count": 72,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 180,
        "total": 180,
        "truth_depth": 2,
        "vector_count": 72,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        27,
        8,
        32
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-eb014ba1ca90",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 180,
        "total": 180,
        "truth_depth": 2,
        "vector_count": 72,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 180,
        "total": 180,
        "truth_depth": 2,
        "vector_count": 72,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        27,
        8,
        32
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-550f51d78c20",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 9,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 180,
        "total": 180,
        "truth_depth": 2,
        "vector_count": 72,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 148,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        27,
        8,
        32
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-45aef83ebeba",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 32,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 180,
        "total": 180,
        "truth_depth": 2,
        "vector_count": 72,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 148,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        27,
        8,
        32
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-f731198e3693",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 224,
        "total": 224,
        "truth_depth": 3,
        "vector_count": 96,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 224,
        "total": 224,
        "truth_depth": 3,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        14,
        20,
        25,
        22
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-ce5ff0807302",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 224,
        "total": 224,
        "truth_depth": 3,
        "vector_count": 96,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 224,
        "total": 224,
        "truth_depth": 3,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        14,
        20,
        25,
        22
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-c738b9441582",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 224,
        "total": 224,
        "truth_depth": 3,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 128,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        14,
        20,
        25,
        22
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-8e4cca9238fd",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          1,
          2,
          1,
          1,
          2,
          1,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 224,
        "total": 224,
        "truth_depth": 3,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 204,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        14,
        20,
        25,
        22
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-b344016426d6",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 224,
        "total": 224,
        "truth_depth": 3,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 198,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        14,
        20,
        25,
        22
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-4082809d66c3",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 224,
        "total": 224,
        "truth_depth": 3,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 198,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        14,
        20,
        25,
        22
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-e2ae06a1c961",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 70,
        "total": 70,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 224,
        "total": 224,
        "truth_depth": 3,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 154,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        14,
        20,
        25,
        22
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-a3d2cd571dd7",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 224,
        "total": 224,
        "truth_depth": 3,
        "vector_count": 96,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 224,
        "total": 224,
        "truth_depth": 3,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        14,
        20,
        25,
        22
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-b25967dfddfd",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 224,
        "total": 224,
        "truth_depth": 3,
        "vector_count": 96,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 224,
        "total": 224,
        "truth_depth": 3,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        14,
        20,
        25,
        22
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-d6f1d31196ba",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 224,
        "total": 224,
        "truth_depth": 3,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 198,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        14,
        20,
        25,
        22
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-4fa46d0dc0d6",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 136,
        "total": 136,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 136,
        "total": 136,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        26,
        12,
        15,
        25
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-2e28ca01c193",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 46,
        "total": 46,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 136,
        "total": 136,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 90,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        26,
        12,
        15,
        25
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-519362e7da28",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 136,
        "total": 136,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 120,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        26,
        12,
        15,
        25
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-63dfeeb959c9",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 136,
        "total": 136,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 110,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        26,
        12,
        15,
        25
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-7e22f754c4b8",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          2,
          2,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 6,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 136,
        "total": 136,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 126,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        26,
        12,
        15,
        25
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-56855ab35e0a",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 136,
        "total": 136,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 72,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        26,
        12,
        15,
        25
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-7f16d3d0e502",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 136,
        "total": 136,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 132,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        26,
        12,
        15,
        25
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 2
    },
    {
      "bins": 4,
      "case_id": "case-d6fa3d0e30ce",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 19,
        "total": 19,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 136,
        "total": 136,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 117,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        26,
        12,
        15,
        25
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-84abaf8d3344",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 136,
        "total": 136,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 136,
        "total": 136,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        26,
        12,
        15,
        25
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-dc5944b635a4",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 136,
        "total": 136,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 72,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        26,
        12,
        15,
        25
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-4df07ca30b48",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 282,
        "total": 282,
        "truth_depth": 2,
        "vector_count": 112,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 282,
        "total": 282,
        "truth_depth": 2,
        "vector_count": 112,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        27,
        22,
        27,
        21
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-eab9c59f665e",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 122,
        "total": 122,
        "truth_depth": 2,
        "vector_count": 56,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 282,
        "total": 282,
        "truth_depth": 2,
        "vector_count": 112,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 160,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        27,
        22,
        27,
        21
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-53932a257c46",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 56,
        "total": 56,
        "truth_depth": 2,
        "vector_count": 28,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 282,
        "total": 282,
        "truth_depth": 2,
        "vector_count": 112,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 226,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        27,
        22,
        27,
        21
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-30b5a0e2f9c9",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 122,
        "total": 122,
        "truth_depth": 2,
        "vector_count": 56,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 282,
        "total": 282,
        "truth_depth": 2,
        "vector_count": 112,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 160,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        27,
        22,
        27,
        21
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-0746b35e7747",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 29,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 282,
        "total": 282,
        "truth_depth": 2,
        "vector_count": 112,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 250,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        27,
        22,
        27,
        21
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-0dc2bf824272",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 282,
        "total": 282,
        "truth_depth": 2,
        "vector_count": 112,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 278,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        27,
        22,
        27,
        21
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 2
    },
    {
      "bins": 4,
      "case_id": "case-168e78ea7189",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 282,
        "total": 282,
        "truth_depth": 2,
        "vector_count": 112,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 282,
        "total": 282,
        "truth_depth": 2,
        "vector_count": 112,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        27,
        22,
        27,
        21
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-bfbf3647016a",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          1,
          1,
          2,
          1,
          2,
          2,
          1,
          2,
          1,
          1,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 282,
        "total": 282,
        "truth_depth": 2,
        "vector_count": 112,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 256,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        27,
        22,
        27,
        21
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-34e99f913090",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 282,
        "total": 282,
        "truth_depth": 2,
        "vector_count": 112,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 282,
        "total": 282,
        "truth_depth": 2,
        "vector_count": 112,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        27,
        22,
        27,
        21
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-d2eb6fabc92f",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 282,
        "total": 282,
        "truth_depth": 2,
        "vector_count": 112,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 272,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        27,
        22,
        27,
        21
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-6933367030e9",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 238,
        "total": 238,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 238,
        "total": 238,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        20,
        22,
        23,
        20
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-b82462687785",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 112,
        "total": 112,
        "truth_depth": 3,
        "vector_count": 48,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 238,
        "total": 238,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 126,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        20,
        22,
        23,
        20
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-4323a01a6662",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 22,
        "total": 22,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 238,
        "total": 238,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 216,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        20,
        22,
        23,
        20
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-a790995cec80",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 238,
        "total": 238,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 206,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        20,
        22,
        23,
        20
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-2a02eb6a6056",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 238,
        "total": 238,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 206,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        20,
        22,
        23,
        20
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-eda722d4f20b",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 238,
        "total": 238,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 206,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        20,
        22,
        23,
        20
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-6803a9c34f7d",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 104,
        "total": 104,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 238,
        "total": 238,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 134,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        20,
        22,
        23,
        20
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-087b5a99a3e8",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 238,
        "total": 238,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 232,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        20,
        22,
        23,
        20
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-1dd60db05c4a",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 238,
        "total": 238,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 190,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        20,
        22,
        23,
        20
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-e5bc0877a208",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 112,
        "total": 112,
        "truth_depth": 3,
        "vector_count": 48,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 238,
        "total": 238,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 126,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        20,
        22,
        23,
        20
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-5edb183d80f3",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 438,
        "total": 438,
        "truth_depth": 3,
        "vector_count": 156,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 438,
        "total": 438,
        "truth_depth": 3,
        "vector_count": 156,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        12,
        24,
        13,
        29
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-157ae9225574",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 292,
        "total": 292,
        "truth_depth": 3,
        "vector_count": 104,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 438,
        "total": 438,
        "truth_depth": 3,
        "vector_count": 156,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 146,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        12,
        24,
        13,
        29
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-c09613b56cdc",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 13,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 438,
        "total": 438,
        "truth_depth": 3,
        "vector_count": 156,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 412,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        12,
        24,
        13,
        29
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-218c02d98ac3",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 13,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 438,
        "total": 438,
        "truth_depth": 3,
        "vector_count": 156,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 412,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        12,
        24,
        13,
        29
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-89b8f5f60b02",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 252,
        "total": 252,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 438,
        "total": 438,
        "truth_depth": 3,
        "vector_count": 156,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 186,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        12,
        24,
        13,
        29
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-795d297dbaa4",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 292,
        "total": 292,
        "truth_depth": 3,
        "vector_count": 104,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 438,
        "total": 438,
        "truth_depth": 3,
        "vector_count": 156,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 146,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        12,
        24,
        13,
        29
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-f15e579ba514",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 292,
        "total": 292,
        "truth_depth": 3,
        "vector_count": 104,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 438,
        "total": 438,
        "truth_depth": 3,
        "vector_count": 156,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 146,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        12,
        24,
        13,
        29
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-26c70b66292e",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 264,
        "total": 264,
        "truth_depth": 3,
        "vector_count": 96,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 438,
        "total": 438,
        "truth_depth": 3,
        "vector_count": 156,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 174,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        12,
        24,
        13,
        29
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-3a7e2f6eb47a",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 52,
        "total": 52,
        "truth_depth": 2,
        "vector_count": 26,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 438,
        "total": 438,
        "truth_depth": 3,
        "vector_count": 156,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 386,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        12,
        24,
        13,
        29
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-70d6700361ff",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 252,
        "total": 252,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 438,
        "total": 438,
        "truth_depth": 3,
        "vector_count": 156,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 186,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        12,
        24,
        13,
        29
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-b274190df352",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 2,
        "vector_count": 168,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 2,
        "vector_count": 168,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        20,
        25,
        27
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-2c31ab1b234f",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 42,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 2,
        "vector_count": 168,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 288,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        20,
        25,
        27
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-11158a600629",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 168,
        "total": 168,
        "truth_depth": 2,
        "vector_count": 84,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 2,
        "vector_count": 168,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 216,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        20,
        25,
        27
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-b499f2dbd850",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 33,
        "total": 33,
        "truth_depth": 1,
        "vector_count": 21,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 2,
        "vector_count": 168,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 351,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        20,
        25,
        27
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-2883b44ac243",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 42,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 2,
        "vector_count": 168,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 288,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        20,
        25,
        27
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-0d4bd031de93",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 62,
        "total": 62,
        "truth_depth": 2,
        "vector_count": 28,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 2,
        "vector_count": 168,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 322,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        20,
        25,
        27
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-3d3cfef6a1c9",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 168,
        "total": 168,
        "truth_depth": 2,
        "vector_count": 84,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 2,
        "vector_count": 168,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 216,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        20,
        25,
        27
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-09288e5f23dd",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 33,
        "total": 33,
        "truth_depth": 1,
        "vector_count": 21,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 2,
        "vector_count": 168,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 351,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        20,
        25,
        27
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-4456666a5e0a",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 168,
        "total": 168,
        "truth_depth": 2,
        "vector_count": 84,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 2,
        "vector_count": 168,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 216,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        20,
        25,
        27
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-27ab3225cac8",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 2,
        "vector_count": 168,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 320,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        20,
        25,
        27
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-3dfd767f4936",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          1,
          1,
          2
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 332,
        "total": 332,
        "truth_depth": 2,
        "vector_count": 144,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          1,
          1,
          2
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 332,
        "total": 332,
        "truth_depth": 2,
        "vector_count": 144,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        14,
        21,
        28
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-71c4b7c56c54",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 42,
        "total": 42,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          1,
          1,
          2
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 332,
        "total": 332,
        "truth_depth": 2,
        "vector_count": 144,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 290,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        14,
        21,
        28
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-e8f5b1758106",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 6,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          1,
          1,
          2
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 332,
        "total": 332,
        "truth_depth": 2,
        "vector_count": 144,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 326,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        14,
        21,
        28
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 2
    },
    {
      "bins": 4,
      "case_id": "case-4a21d2e885dd",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          1,
          1,
          2
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 332,
        "total": 332,
        "truth_depth": 2,
        "vector_count": 144,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          1,
          1,
          2
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 332,
        "total": 332,
        "truth_depth": 2,
        "vector_count": 144,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        14,
        21,
        28
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-3afbcee20f28",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 14,
        "total": 14,
        "truth_depth": 1,
        "vector_count": 10,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          1,
          1,
          2
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 332,
        "total": 332,
        "truth_depth": 2,
        "vector_count": 144,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 318,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        14,
        21,
        28
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-538d5fc97786",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 15,
        "total": 15,
        "truth_depth": 1,
        "vector_count": 11,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          1,
          1,
          2
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 332,
        "total": 332,
        "truth_depth": 2,
        "vector_count": 144,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 317,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        14,
        21,
        28
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-0b0339c37b9e",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          1,
          1,
          2
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 220,
        "total": 220,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          1,
          1,
          2
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 332,
        "total": 332,
        "truth_depth": 2,
        "vector_count": 144,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 112,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        14,
        21,
        28
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-3711c8e9b701",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 92,
        "total": 92,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          1,
          1,
          2
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 332,
        "total": 332,
        "truth_depth": 2,
        "vector_count": 144,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 240,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        14,
        21,
        28
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-349da8163f79",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          1,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          1,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          1,
          1
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 138,
        "total": 138,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          1,
          1,
          2
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 332,
        "total": 332,
        "truth_depth": 2,
        "vector_count": 144,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 194,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        14,
        21,
        28
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-1a1fb4f7e15b",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          1,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          1,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          1,
          1
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 210,
        "total": 210,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          1,
          1,
          2
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 332,
        "total": 332,
        "truth_depth": 2,
        "vector_count": 144,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 122,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        14,
        21,
        28
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-221ce7740e00",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 372,
        "total": 372,
        "truth_depth": 2,
        "vector_count": 144,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 372,
        "total": 372,
        "truth_depth": 2,
        "vector_count": 144,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        12,
        32,
        14,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-685904584fe8",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 164,
        "total": 164,
        "truth_depth": 2,
        "vector_count": 72,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 372,
        "total": 372,
        "truth_depth": 2,
        "vector_count": 144,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 208,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        12,
        32,
        14,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-19be4837c27f",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 32,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 372,
        "total": 372,
        "truth_depth": 2,
        "vector_count": 144,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 362,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        12,
        32,
        14,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-fa057d232d13",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 70,
        "total": 70,
        "truth_depth": 2,
        "vector_count": 36,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 372,
        "total": 372,
        "truth_depth": 2,
        "vector_count": 144,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 302,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        12,
        32,
        14,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-52ea0862436f",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 32,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 372,
        "total": 372,
        "truth_depth": 2,
        "vector_count": 144,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 340,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        12,
        32,
        14,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-fcf56204e56e",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 244,
        "total": 244,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 372,
        "total": 372,
        "truth_depth": 2,
        "vector_count": 144,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 128,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        12,
        32,
        14,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-1ea16fcaf98c",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 372,
        "total": 372,
        "truth_depth": 2,
        "vector_count": 144,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 372,
        "total": 372,
        "truth_depth": 2,
        "vector_count": 144,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        12,
        32,
        14,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-2c2cfe6c6b4b",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 31,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 68,
        "total": 68,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 372,
        "total": 372,
        "truth_depth": 2,
        "vector_count": 144,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 304,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        12,
        32,
        14,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-253eb85e0776",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 32,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 10,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 372,
        "total": 372,
        "truth_depth": 2,
        "vector_count": 144,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 368,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        12,
        32,
        14,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 2
    },
    {
      "bins": 4,
      "case_id": "case-54028ada21ef",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 32,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 372,
        "total": 372,
        "truth_depth": 2,
        "vector_count": 144,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 368,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        12,
        32,
        14,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 2
    },
    {
      "bins": 4,
      "case_id": "case-df35b026c7b7",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 280,
        "total": 280,
        "truth_depth": 3,
        "vector_count": 108,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 280,
        "total": 280,
        "truth_depth": 3,
        "vector_count": 108,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        27,
        29,
        20,
        21
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-1154312627b4",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          2,
          3,
          1,
          3,
          1,
          1,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          1,
          1,
          3,
          1,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 74,
        "total": 74,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 280,
        "total": 280,
        "truth_depth": 3,
        "vector_count": 108,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 206,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        27,
        29,
        20,
        21
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-ffe540867b86",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 18,
        "total": 18,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 280,
        "total": 280,
        "truth_depth": 3,
        "vector_count": 108,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 262,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        27,
        29,
        20,
        21
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-6b52c17ace3d",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 280,
        "total": 280,
        "truth_depth": 3,
        "vector_count": 108,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 268,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        27,
        29,
        20,
        21
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-2f8c2a317b62",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          2,
          3,
          1,
          1,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          1,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          1,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          1,
          1,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 114,
        "total": 114,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 280,
        "total": 280,
        "truth_depth": 3,
        "vector_count": 108,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 166,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        27,
        29,
        20,
        21
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-073e581f2f6d",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 280,
        "total": 280,
        "truth_depth": 3,
        "vector_count": 108,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 280,
        "total": 280,
        "truth_depth": 3,
        "vector_count": 108,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        27,
        29,
        20,
        21
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-7937804ac4da",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 280,
        "total": 280,
        "truth_depth": 3,
        "vector_count": 108,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 274,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        27,
        29,
        20,
        21
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-2388d4b7c4a5",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 280,
        "total": 280,
        "truth_depth": 3,
        "vector_count": 108,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 260,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        27,
        29,
        20,
        21
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-b165a0090cbc",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 18,
        "total": 18,
        "truth_depth": 3,
        "vector_count": 8,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 280,
        "total": 280,
        "truth_depth": 3,
        "vector_count": 108,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 262,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        27,
        29,
        20,
        21
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-a37fb7dcec8d",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 11,
        "total": 11,
        "truth_depth": 2,
        "vector_count": 7,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 280,
        "total": 280,
        "truth_depth": 3,
        "vector_count": 108,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 269,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        27,
        29,
        20,
        21
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-0be67afa7c72",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 416,
        "total": 416,
        "truth_depth": 3,
        "vector_count": 160,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 416,
        "total": 416,
        "truth_depth": 3,
        "vector_count": 160,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        20,
        22,
        18,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-8e6adb0aee2e",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          1,
          1,
          1,
          1,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 92,
        "total": 92,
        "truth_depth": 2,
        "vector_count": 40,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 416,
        "total": 416,
        "truth_depth": 3,
        "vector_count": 160,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 324,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        20,
        22,
        18,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-8f4802ff2e62",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 10,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 416,
        "total": 416,
        "truth_depth": 3,
        "vector_count": 160,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 406,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        20,
        22,
        18,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 2
    },
    {
      "bins": 4,
      "case_id": "case-6ae72a0ca500",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 38,
        "total": 38,
        "truth_depth": 2,
        "vector_count": 22,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 416,
        "total": 416,
        "truth_depth": 3,
        "vector_count": 160,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 378,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        20,
        22,
        18,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-56db04e1774f",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 416,
        "total": 416,
        "truth_depth": 3,
        "vector_count": 160,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 368,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        20,
        22,
        18,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-a2081b991862",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 256,
        "total": 256,
        "truth_depth": 3,
        "vector_count": 96,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 416,
        "total": 416,
        "truth_depth": 3,
        "vector_count": 160,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 160,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        20,
        22,
        18,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-7645f42fae38",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          1,
          1,
          1,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 416,
        "total": 416,
        "truth_depth": 3,
        "vector_count": 160,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 404,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        20,
        22,
        18,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 4,
      "case_id": "case-2b55abd867d0",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 416,
        "total": 416,
        "truth_depth": 3,
        "vector_count": 160,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 416,
        "total": 416,
        "truth_depth": 3,
        "vector_count": 160,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        20,
        22,
        18,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-c4c5d2bceee2",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 288,
        "total": 288,
        "truth_depth": 3,
        "vector_count": 112,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 416,
        "total": 416,
        "truth_depth": 3,
        "vector_count": 160,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 128,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        20,
        22,
        18,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 4,
      "case_id": "case-acc9d9bf47f6",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 160,
        "total": 160,
        "truth_depth": 2,
        "vector_count": 80,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 416,
        "total": 416,
        "truth_depth": 3,
        "vector_count": 160,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 256,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        20,
        22,
        18,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-616d76d7e57b",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [],
      "truth_final_vector": [
        26,
        25,
        24,
        14,
        22
      ],
      "uncertain_transfers": 0,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-c6d365306591",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [],
      "truth_final_vector": [
        27,
        19,
        13,
        26,
        12
      ],
      "uncertain_transfers": 0,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-251e9e888f89",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [],
      "truth_final_vector": [
        15,
        19,
        15,
        15,
        21
      ],
      "uncertain_transfers": 0,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-b587f7870a79",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [],
      "truth_final_vector": [
        14,
        24,
        19,
        19,
        13
      ],
      "uncertain_transfers": 0,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-b23b9946942a",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [],
      "truth_final_vector": [
        19,
        24,
        25,
        14,
        18
      ],
      "uncertain_transfers": 0,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-da10416274d9",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [],
      "truth_final_vector": [
        27,
        13,
        25,
        25,
        20
      ],
      "uncertain_transfers": 0,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-b197d9fe8feb",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        18,
        16,
        24,
        28,
        26
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-f57c70fc125a",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        18,
        16,
        24,
        28,
        26
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-46e7f479014e",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        18,
        16,
        24,
        28,
        26
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-844d4999e2bd",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        18,
        16,
        24,
        28,
        26
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-66243f89f664",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        18,
        16,
        24,
        28,
        26
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-5fe225880ac4",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        18,
        16,
        24,
        28,
        26
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-197aa63712a8",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        18,
        16,
        24,
        28,
        26
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-4acce44eee13",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        18,
        16,
        24,
        28,
        26
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-82d584abd5e0",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        18,
        16,
        24,
        28,
        26
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-99ebf346f8ee",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        18,
        16,
        24,
        28,
        26
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-4f9f5516d88c",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        24,
        22,
        23,
        11,
        19
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-caa53720dffb",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        24,
        22,
        23,
        11,
        19
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-900ac77ba1ca",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        24,
        22,
        23,
        11,
        19
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-b792cc0c0387",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        24,
        22,
        23,
        11,
        19
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-876cd7820de6",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 11,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        24,
        22,
        23,
        11,
        19
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-d6b265d5aa88",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 11,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        24,
        22,
        23,
        11,
        19
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-d13fa6357d63",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        24,
        22,
        23,
        11,
        19
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-eb537b253d0a",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        24,
        22,
        23,
        11,
        19
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-2a3cdc2cc688",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        24,
        22,
        23,
        11,
        19
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-c131e3e53562",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 11,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        24,
        22,
        23,
        11,
        19
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-827c7edebe60",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        22,
        17,
        26,
        14,
        18
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-bfd959997cd3",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        22,
        17,
        26,
        14,
        18
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-86c3c5c1f567",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        22,
        17,
        26,
        14,
        18
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-40e593a1ac80",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        22,
        17,
        26,
        14,
        18
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-7df467b12325",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        22,
        17,
        26,
        14,
        18
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-a2fd4deaaa7c",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        22,
        17,
        26,
        14,
        18
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-f40872c2f6df",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        22,
        17,
        26,
        14,
        18
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-152c2a53aac5",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        22,
        17,
        26,
        14,
        18
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-dc5264137781",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        22,
        17,
        26,
        14,
        18
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-d4954e3820e9",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        22,
        17,
        26,
        14,
        18
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-8a0147896910",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        21,
        28,
        21,
        20,
        22
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-be38eabb4ad0",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        21,
        28,
        21,
        20,
        22
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-4d9f06ac6537",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        21,
        28,
        21,
        20,
        22
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-000ee9d4a9bc",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        21,
        28,
        21,
        20,
        22
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-d5b6b762df2f",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        21,
        28,
        21,
        20,
        22
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-4fc73c1f50b4",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        21,
        28,
        21,
        20,
        22
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-81c8b5974b27",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        21,
        28,
        21,
        20,
        22
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-48b4efe86dea",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        21,
        28,
        21,
        20,
        22
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-1085dfc4782c",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        21,
        28,
        21,
        20,
        22
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-f048859026b3",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        21,
        28,
        21,
        20,
        22
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-0e6d09a9a202",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        26,
        17,
        12,
        26,
        23
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-a3c5790ab6dd",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        26,
        17,
        12,
        26,
        23
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-beb4403f4e45",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        26,
        17,
        12,
        26,
        23
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-87a63fc8becc",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        26,
        17,
        12,
        26,
        23
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-b1d77feb4e0a",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        26,
        17,
        12,
        26,
        23
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-6dbcf3bee228",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        26,
        17,
        12,
        26,
        23
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-39d5c3bc258d",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        26,
        17,
        12,
        26,
        23
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-c76d12a67e67",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        26,
        17,
        12,
        26,
        23
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-ce699278b9ec",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        26,
        17,
        12,
        26,
        23
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-ce90d6501f66",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        26,
        17,
        12,
        26,
        23
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-6f00d7f32f5f",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        24,
        25,
        23,
        15,
        14
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-819147f6bbb8",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        24,
        25,
        23,
        15,
        14
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-8cadfe349163",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        24,
        25,
        23,
        15,
        14
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-fe16560df491",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        24,
        25,
        23,
        15,
        14
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-11cc16d5b138",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        24,
        25,
        23,
        15,
        14
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-f89f32512187",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        24,
        25,
        23,
        15,
        14
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-435c4fd50e60",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        24,
        25,
        23,
        15,
        14
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-d2264ce396e4",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        24,
        25,
        23,
        15,
        14
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-01c2c9d4e509",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        24,
        25,
        23,
        15,
        14
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-778b15207f6b",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        24,
        25,
        23,
        15,
        14
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-28e00f7f7849",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        23,
        24,
        18,
        22,
        17
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-2d00d7c67600",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        23,
        24,
        18,
        22,
        17
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-a9e382d8a3e7",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        23,
        24,
        18,
        22,
        17
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-1c8cfa5d107d",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        23,
        24,
        18,
        22,
        17
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-9b487f5584aa",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        23,
        24,
        18,
        22,
        17
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-98f4f5548644",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        23,
        24,
        18,
        22,
        17
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-9bf8f45a8f1d",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 1,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        23,
        24,
        18,
        22,
        17
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-58fd3dc9ad63",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        23,
        24,
        18,
        22,
        17
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-7b4d63dea04d",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        23,
        24,
        18,
        22,
        17
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-5f0003d904b2",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 3,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        23,
        24,
        18,
        22,
        17
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-0b33481b3c7f",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        22,
        8,
        25,
        30,
        23
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-c1138eb6fac5",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        22,
        8,
        25,
        30,
        23
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-50fb653b3237",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        22,
        8,
        25,
        30,
        23
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-ace796cecb52",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        22,
        8,
        25,
        30,
        23
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-77d199ad73f2",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 8,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        22,
        8,
        25,
        30,
        23
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 2
    },
    {
      "bins": 5,
      "case_id": "case-4475d7c1360c",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 30,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        22,
        8,
        25,
        30,
        23
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-f8a4d0e91593",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        22,
        8,
        25,
        30,
        23
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-7c5ab79729e9",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        22,
        8,
        25,
        30,
        23
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-e2fcdf99a089",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        22,
        8,
        25,
        30,
        23
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-81aac2fdc88a",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        22,
        8,
        25,
        30,
        23
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-7ac44b8f9ec3",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        18,
        21,
        16,
        14,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-84ad50bc62a1",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        18,
        21,
        16,
        14,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-397e4d595339",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        18,
        21,
        16,
        14,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-81a64288961e",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        18,
        21,
        16,
        14,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-aa2d53f0ea31",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        18,
        21,
        16,
        14,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-3f8b1b2b80da",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        18,
        21,
        16,
        14,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-757dac2408d9",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        18,
        21,
        16,
        14,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-f3f5a403a884",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        18,
        21,
        16,
        14,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-ca3521acf472",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        18,
        21,
        16,
        14,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-b7d8a9878a7a",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        18,
        21,
        16,
        14,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-8aaed0b7e302",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        30,
        18,
        13,
        22,
        22
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-7948bdf3fb6f",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        30,
        18,
        13,
        22,
        22
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-3b26eaf1d0f8",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 30,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        30,
        18,
        13,
        22,
        22
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 2
    },
    {
      "bins": 5,
      "case_id": "case-66787e0e44a8",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        30,
        18,
        13,
        22,
        22
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-85cef479fc77",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 30,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        30,
        18,
        13,
        22,
        22
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-916c7d5c0ca5",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        30,
        18,
        13,
        22,
        22
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-2ffb7ec844d7",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        30,
        18,
        13,
        22,
        22
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-cfd77f0ca19f",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        30,
        18,
        13,
        22,
        22
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-25d90e6e2be7",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        30,
        18,
        13,
        22,
        22
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-7cb169ff4c7d",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        30,
        18,
        13,
        22,
        22
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-924a5599b4a9",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        26,
        12,
        9,
        26,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-06e422ca62e0",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        26,
        12,
        9,
        26,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-d5e407468527",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        26,
        12,
        9,
        26,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-b1cbc5b1242c",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 9,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        26,
        12,
        9,
        26,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-324c477e505b",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        26,
        12,
        9,
        26,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-e5a43561571a",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        26,
        12,
        9,
        26,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-17d05a60d983",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        26,
        12,
        9,
        26,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-a6f2e36e4752",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        26,
        12,
        9,
        26,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-a1e8a8b72fe1",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        26,
        12,
        9,
        26,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-7280d1b355d0",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1
      ],
      "truth_final_vector": [
        26,
        12,
        9,
        26,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-d742b4779839",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        13,
        14,
        27,
        17,
        12
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-2eae3fb32b16",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        13,
        14,
        27,
        17,
        12
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-9a257c122830",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        13,
        14,
        27,
        17,
        12
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-8a31b03b48fe",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        13,
        14,
        27,
        17,
        12
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-3b9af738b391",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        13,
        14,
        27,
        17,
        12
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-5fa467984d59",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        13,
        14,
        27,
        17,
        12
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-e6985e1337cb",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        13,
        14,
        27,
        17,
        12
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-51e285f84020",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        13,
        14,
        27,
        17,
        12
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-dc8ac32748d9",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        13,
        14,
        27,
        17,
        12
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-c8ff6328df38",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        13,
        14,
        27,
        17,
        12
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-acac21dd0d85",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        13,
        17,
        28,
        16,
        14
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-ac501d0b2bd4",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        13,
        17,
        28,
        16,
        14
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-4400c823ccdf",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        13,
        17,
        28,
        16,
        14
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-2571a6792bb1",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        13,
        17,
        28,
        16,
        14
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-a3a7a7c63e74",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        13,
        17,
        28,
        16,
        14
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-47bcba7c30c8",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        13,
        17,
        28,
        16,
        14
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-ab52b68cec89",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        13,
        17,
        28,
        16,
        14
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-e65c58f557a0",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        13,
        17,
        28,
        16,
        14
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-fce86e647092",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        13,
        17,
        28,
        16,
        14
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-a5f285b06013",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        13,
        17,
        28,
        16,
        14
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-68626447e078",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1
      ],
      "truth_final_vector": [
        19,
        19,
        23,
        22,
        26
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-0726def6d9d5",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1
      ],
      "truth_final_vector": [
        19,
        19,
        23,
        22,
        26
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-e92d64b1c076",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        0,
        1,
        1
      ],
      "truth_final_vector": [
        19,
        19,
        23,
        22,
        26
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-c07025104633",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1
      ],
      "truth_final_vector": [
        19,
        19,
        23,
        22,
        26
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-0602bace27ba",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        0,
        1,
        1
      ],
      "truth_final_vector": [
        19,
        19,
        23,
        22,
        26
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-9fbb71be0247",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        0,
        1,
        1
      ],
      "truth_final_vector": [
        19,
        19,
        23,
        22,
        26
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-3928eec008e0",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        0,
        1,
        1
      ],
      "truth_final_vector": [
        19,
        19,
        23,
        22,
        26
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-c4bbdd88ef5e",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        0,
        1,
        1
      ],
      "truth_final_vector": [
        19,
        19,
        23,
        22,
        26
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-80a1842cbf80",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        0,
        1,
        1
      ],
      "truth_final_vector": [
        19,
        19,
        23,
        22,
        26
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-045a369ea036",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        0,
        1,
        1
      ],
      "truth_final_vector": [
        19,
        19,
        23,
        22,
        26
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-3bdf48f904b5",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0
      ],
      "truth_final_vector": [
        28,
        23,
        12,
        12,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-1a456129c410",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        1,
        0,
        0
      ],
      "truth_final_vector": [
        28,
        23,
        12,
        12,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-895fe65fc5b4",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        1,
        0,
        0
      ],
      "truth_final_vector": [
        28,
        23,
        12,
        12,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-c7c45c4d8d31",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        1,
        0,
        0
      ],
      "truth_final_vector": [
        28,
        23,
        12,
        12,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-ce69043d5dff",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0
      ],
      "truth_final_vector": [
        28,
        23,
        12,
        12,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-056d0c17848e",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        1,
        0,
        0
      ],
      "truth_final_vector": [
        28,
        23,
        12,
        12,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-127b727fe31e",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        1,
        0,
        0
      ],
      "truth_final_vector": [
        28,
        23,
        12,
        12,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 2
    },
    {
      "bins": 5,
      "case_id": "case-e61b0675201d",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        1,
        0,
        0
      ],
      "truth_final_vector": [
        28,
        23,
        12,
        12,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-34934c60f27f",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        1,
        0,
        0
      ],
      "truth_final_vector": [
        28,
        23,
        12,
        12,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-dcc6f18226eb",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0
      ],
      "truth_final_vector": [
        28,
        23,
        12,
        12,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-fb4dc8c2cbfe",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        30,
        25,
        21,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-84968e199228",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        30,
        25,
        21,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-41878574c12c",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        30,
        25,
        21,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-a18b22fe382b",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        30,
        25,
        21,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-6952630c8a3b",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        30,
        25,
        21,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-04dc3084b5a4",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        30,
        25,
        21,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-b87b8d48d15c",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        30,
        25,
        21,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-46f7343eae07",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        30,
        25,
        21,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-d4a05534746e",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        30,
        25,
        21,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-daade0111b79",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        16,
        30,
        25,
        21,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-27cfa00a8136",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        24,
        12,
        12,
        24,
        15
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-2ea252f26264",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        24,
        12,
        12,
        24,
        15
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-c98de194d7ef",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        24,
        12,
        12,
        24,
        15
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-efc501163aac",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        24,
        12,
        12,
        24,
        15
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-9e86740024fe",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        24,
        12,
        12,
        24,
        15
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 2
    },
    {
      "bins": 5,
      "case_id": "case-84df619d15b4",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        24,
        12,
        12,
        24,
        15
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-71a603181b3b",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        24,
        12,
        12,
        24,
        15
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-1be026e39994",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        24,
        12,
        12,
        24,
        15
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-42cf665a97f3",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        24,
        12,
        12,
        24,
        15
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-c2e2c12bc9a2",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        24,
        12,
        12,
        24,
        15
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-24bb28eb888c",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0
      ],
      "truth_final_vector": [
        28,
        21,
        18,
        11,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-3e3bf713020d",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        0,
        1,
        0
      ],
      "truth_final_vector": [
        28,
        21,
        18,
        11,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-52a905655406",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        0,
        1,
        0
      ],
      "truth_final_vector": [
        28,
        21,
        18,
        11,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-f7d9621e8eba",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        0,
        1,
        0
      ],
      "truth_final_vector": [
        28,
        21,
        18,
        11,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-a969426658b1",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 11,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        0,
        1,
        0
      ],
      "truth_final_vector": [
        28,
        21,
        18,
        11,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-289a1330001a",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        0,
        1,
        0
      ],
      "truth_final_vector": [
        28,
        21,
        18,
        11,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-e290d7d77fee",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        0,
        1,
        0
      ],
      "truth_final_vector": [
        28,
        21,
        18,
        11,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-45198a13d7d1",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        0,
        1,
        0
      ],
      "truth_final_vector": [
        28,
        21,
        18,
        11,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-f4b16fc803b6",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        0,
        1,
        0
      ],
      "truth_final_vector": [
        28,
        21,
        18,
        11,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-ff2377ded91c",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        0,
        1,
        0
      ],
      "truth_final_vector": [
        28,
        21,
        18,
        11,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-555b2db720be",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        16,
        15,
        18,
        17
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-50d5a82dec50",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 24,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        16,
        15,
        18,
        17
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-8a23dde4755b",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 24,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        16,
        15,
        18,
        17
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-edba275f0c13",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        16,
        15,
        18,
        17
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-5816b96d6f67",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 30,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        16,
        15,
        18,
        17
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-20a4bc57415e",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 30,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        16,
        15,
        18,
        17
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-adb33d73569d",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 28,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        16,
        15,
        18,
        17
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-d0fb46aba56f",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        16,
        15,
        18,
        17
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-af082c14f3c1",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        16,
        15,
        18,
        17
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-fc3ca18d2579",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        16,
        15,
        18,
        17
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-489b07c2213b",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        16,
        24,
        26,
        21,
        22
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-1424e98f3505",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 24,
      "truth_assignment": [
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        16,
        24,
        26,
        21,
        22
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-348c8fcfcae6",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 30,
      "truth_assignment": [
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        16,
        24,
        26,
        21,
        22
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-d034ce4df279",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        16,
        24,
        26,
        21,
        22
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-729c5a76c2da",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        16,
        24,
        26,
        21,
        22
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-9ffe26aaf078",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        16,
        24,
        26,
        21,
        22
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-9f96538d7af4",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 32,
      "truth_assignment": [
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        16,
        24,
        26,
        21,
        22
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 2
    },
    {
      "bins": 5,
      "case_id": "case-de22500a96a2",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        16,
        24,
        26,
        21,
        22
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-3ba78ddcb95c",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        16,
        24,
        26,
        21,
        22
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-04bf99c864b8",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 20,
      "truth_assignment": [
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        16,
        24,
        26,
        21,
        22
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-640a10c41dfa",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        20,
        14,
        27,
        16,
        26
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-4f3e018cd5d9",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 28,
      "truth_assignment": [
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        20,
        14,
        27,
        16,
        26
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-88754bed4624",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 20,
      "truth_assignment": [
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        20,
        14,
        27,
        16,
        26
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-e2f98bb886ce",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 20,
      "truth_assignment": [
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        20,
        14,
        27,
        16,
        26
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-ab4b0ad7b913",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        20,
        14,
        27,
        16,
        26
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-7a54d8446b52",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 20,
      "truth_assignment": [
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        20,
        14,
        27,
        16,
        26
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-0608214dff7f",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        20,
        14,
        27,
        16,
        26
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-42a04a1499e3",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        20,
        14,
        27,
        16,
        26
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-2d632e7031d5",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 26,
      "truth_assignment": [
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        20,
        14,
        27,
        16,
        26
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-7e3e391f738f",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        20,
        14,
        27,
        16,
        26
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-9bfd97a031c3",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        22,
        22,
        17,
        12
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-43e8453a73a1",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        22,
        22,
        17,
        12
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-698eb3a9e1ff",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 28,
      "truth_assignment": [
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        22,
        22,
        17,
        12
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-9c6ed1121a84",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        22,
        22,
        17,
        12
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-788a3aa3972e",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        22,
        22,
        17,
        12
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-723b31997b2c",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        22,
        22,
        17,
        12
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-9f29e8db7287",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 30,
      "truth_assignment": [
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        22,
        22,
        17,
        12
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-0f4603931dd5",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        22,
        22,
        17,
        12
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-953e3ac4c823",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 24,
      "truth_assignment": [
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        22,
        22,
        17,
        12
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-fb496644fcb3",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        22,
        22,
        17,
        12
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-4d4bee2d554e",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        14,
        26,
        29,
        18,
        24
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-8dae96c570df",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        14,
        26,
        29,
        18,
        24
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-81c098a3ff66",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        14,
        26,
        29,
        18,
        24
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-b9cd5838cc7f",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 29,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        14,
        26,
        29,
        18,
        24
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-0f6e34208e66",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        14,
        26,
        29,
        18,
        24
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-c8f40f0c70b3",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        14,
        26,
        29,
        18,
        24
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-52414c43335f",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        14,
        26,
        29,
        18,
        24
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-242fbd31fa07",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        14,
        26,
        29,
        18,
        24
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-c70824673982",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        14,
        26,
        29,
        18,
        24
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-ea29c1dc159a",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 28,
      "truth_assignment": [
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        14,
        26,
        29,
        18,
        24
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-a5248795d545",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        26,
        28,
        6,
        22,
        22
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-81459ab3b082",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        26,
        28,
        6,
        22,
        22
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-22106721d064",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        26,
        28,
        6,
        22,
        22
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-f7a4e04a1e19",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          2,
          2,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 6,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        26,
        28,
        6,
        22,
        22
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-e50ccc1ecfb6",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        26,
        28,
        6,
        22,
        22
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-85997326691e",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 9,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        26,
        28,
        6,
        22,
        22
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-d75238f8b6b9",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          2,
          2,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 6,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        26,
        28,
        6,
        22,
        22
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-9d49ed079de2",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 9,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        26,
        28,
        6,
        22,
        22
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-e2a609d6706a",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        26,
        28,
        6,
        22,
        22
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-12e7407aa576",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 18,
      "truth_assignment": [
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        26,
        28,
        6,
        22,
        22
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-ca2e55c06144",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          3,
          2,
          2,
          1,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          1,
          2,
          2,
          3,
          1
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 66,
        "total": 66,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          1,
          3,
          2,
          2,
          1,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          1,
          2,
          2,
          3,
          1
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 66,
        "total": 66,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        24,
        21,
        32,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-060b55e378b7",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          1,
          3,
          2,
          2,
          1,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          1,
          2,
          2,
          3,
          1
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 66,
        "total": 66,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 56,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        24,
        21,
        32,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-526bb7352fb9",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 5,
        "total": 5,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          1,
          3,
          2,
          2,
          1,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          1,
          2,
          2,
          3,
          1
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 66,
        "total": 66,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 61,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        24,
        21,
        32,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-dc0941ee4fdc",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          3,
          2,
          2,
          1,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          1,
          2,
          2,
          3,
          1
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 66,
        "total": 66,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          1,
          3,
          2,
          2,
          1,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          1,
          2,
          2,
          3,
          1
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 66,
        "total": 66,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        24,
        21,
        32,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-87041e5bfa3c",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          3,
          2,
          2,
          1,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          1,
          2,
          2,
          3,
          1
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 66,
        "total": 66,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          1,
          3,
          2,
          2,
          1,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          1,
          2,
          2,
          3,
          1
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 66,
        "total": 66,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        24,
        21,
        32,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-562c0f16f1b4",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          2,
          2,
          2,
          1,
          2,
          1,
          2,
          2,
          1,
          2,
          1,
          2,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 1,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          1,
          3,
          2,
          2,
          1,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          1,
          2,
          2,
          3,
          1
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 66,
        "total": 66,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 40,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        24,
        21,
        32,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-bd7573ad5cf4",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          1,
          3,
          2,
          2,
          1,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          1,
          2,
          2,
          3,
          1
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 66,
        "total": 66,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 64,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        24,
        21,
        32,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 2
    },
    {
      "bins": 5,
      "case_id": "case-e426f8b5bc16",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          1,
          3,
          2,
          2,
          1,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          1,
          2,
          2,
          3,
          1
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 66,
        "total": 66,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 62,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        24,
        21,
        32,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 2
    },
    {
      "bins": 5,
      "case_id": "case-475ff230121e",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          1,
          3,
          2,
          2,
          1,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          1,
          2,
          2,
          3,
          1
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 66,
        "total": 66,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 40,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        24,
        21,
        32,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-4f67c98d422c",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          1,
          2,
          1,
          1,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          1,
          3,
          2,
          2,
          1,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          1,
          2,
          2,
          3,
          1
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 66,
        "total": 66,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 56,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        24,
        21,
        32,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-d7699da6edd9",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        15,
        17,
        21,
        12,
        18
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-1ed0e65b3622",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        15,
        17,
        21,
        12,
        18
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-1a0f90f63bd8",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 60,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        15,
        17,
        21,
        12,
        18
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-db5e65dbf6e2",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 48,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        15,
        17,
        21,
        12,
        18
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-abc47e000227",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 60,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        15,
        17,
        21,
        12,
        18
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-4fe0a93c4025",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        15,
        17,
        21,
        12,
        18
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-9e4c4998067e",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 56,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        15,
        17,
        21,
        12,
        18
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-25df59d9362b",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 48,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        15,
        17,
        21,
        12,
        18
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-30c64ec94d28",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        15,
        17,
        21,
        12,
        18
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-b677dc1721c1",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 60,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        15,
        17,
        21,
        12,
        18
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-3e2fd626c5c4",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 46,
        "total": 46,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 46,
        "total": 46,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        12,
        28,
        10,
        14,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-700a933a14ea",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 46,
        "total": 46,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 46,
        "total": 46,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        12,
        28,
        10,
        14,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-8ae842ff2dcb",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 10,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 46,
        "total": 46,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 42,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        12,
        28,
        10,
        14,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-a3bca948650e",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 46,
        "total": 46,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 46,
        "total": 46,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        12,
        28,
        10,
        14,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-f84f0b78f72c",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 11,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 30,
        "total": 30,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 46,
        "total": 46,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        12,
        28,
        10,
        14,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-513ec94fb7eb",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          2,
          1,
          2,
          1,
          1,
          1,
          1,
          2,
          1,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 46,
        "total": 46,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 30,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        12,
        28,
        10,
        14,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-65cc35b01617",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 46,
        "total": 46,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 46,
        "total": 46,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        12,
        28,
        10,
        14,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-66cf02803033",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 11,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 30,
        "total": 30,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 46,
        "total": 46,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        12,
        28,
        10,
        14,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-c82f0b1b9d2b",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 46,
        "total": 46,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 46,
        "total": 46,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        12,
        28,
        10,
        14,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-2f3c946b71d7",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 10,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          2,
          1,
          1,
          1,
          1,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 46,
        "total": 46,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 36,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        12,
        28,
        10,
        14,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-7547608b7a61",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        12,
        21,
        16,
        24
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-d75a502bba87",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        12,
        21,
        16,
        24
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-b9e42fcff2b8",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 82,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        12,
        21,
        16,
        24
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-48c8c2b03398",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 44,
        "total": 44,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 44,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        12,
        21,
        16,
        24
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-26d85a183604",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 44,
        "total": 44,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 44,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        12,
        21,
        16,
        24
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-fa26e08c3d6f",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        12,
        21,
        16,
        24
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-4e0ebd244b78",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 44,
        "total": 44,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 44,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        12,
        21,
        16,
        24
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-b47fbf177c8d",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 72,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        12,
        21,
        16,
        24
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-07d692ffa39a",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 82,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        12,
        21,
        16,
        24
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-cad393815326",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        12,
        21,
        16,
        24
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-3f5c52ff11a0",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 68,
        "total": 68,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 68,
        "total": 68,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        13,
        14,
        28,
        12,
        27
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-cb236f17149f",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 68,
        "total": 68,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 68,
        "total": 68,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        13,
        14,
        28,
        12,
        27
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-c8595f1f91fd",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 68,
        "total": 68,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 68,
        "total": 68,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        13,
        14,
        28,
        12,
        27
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-79ade18c1d61",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 68,
        "total": 68,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 68,
        "total": 68,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        13,
        14,
        28,
        12,
        27
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-ec3ab1e02473",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 68,
        "total": 68,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 36,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        13,
        14,
        28,
        12,
        27
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-a93cf9a172b5",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 68,
        "total": 68,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 68,
        "total": 68,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        13,
        14,
        28,
        12,
        27
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-66afbd594f1b",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 68,
        "total": 68,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 52,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        13,
        14,
        28,
        12,
        27
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-c8aa7480f8f2",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 68,
        "total": 68,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 64,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        13,
        14,
        28,
        12,
        27
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 2
    },
    {
      "bins": 5,
      "case_id": "case-36f31c76cdfd",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 68,
        "total": 68,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 68,
        "total": 68,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        13,
        14,
        28,
        12,
        27
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-eab6297f1c19",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 68,
        "total": 68,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 68,
        "total": 68,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        13,
        14,
        28,
        12,
        27
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-c2b084fc7575",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 80,
        "total": 80,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 80,
        "total": 80,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        18,
        25,
        11,
        22,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-991ed584cd45",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 80,
        "total": 80,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 80,
        "total": 80,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        18,
        25,
        11,
        22,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-d8bd8c41df43",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 80,
        "total": 80,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 64,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        18,
        25,
        11,
        22,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-ff01c60b8961",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 80,
        "total": 80,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 74,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        18,
        25,
        11,
        22,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-21e2d7620585",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 80,
        "total": 80,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 80,
        "total": 80,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        18,
        25,
        11,
        22,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-e94d65a56108",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 80,
        "total": 80,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 78,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        18,
        25,
        11,
        22,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 2
    },
    {
      "bins": 5,
      "case_id": "case-5e0547deecf1",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 80,
        "total": 80,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 72,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        18,
        25,
        11,
        22,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-e6cfad6c9a33",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 80,
        "total": 80,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 80,
        "total": 80,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        18,
        25,
        11,
        22,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-d0b4f4f5cf9b",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 11,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 80,
        "total": 80,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 48,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        18,
        25,
        11,
        22,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-deb8e6958316",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 80,
        "total": 80,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 80,
        "total": 80,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        18,
        25,
        11,
        22,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-70ddfe8db63e",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        23,
        12,
        22,
        14,
        19
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-f4c40018b9f3",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 160,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        23,
        12,
        22,
        14,
        19
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-b580b9515cc4",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 160,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        23,
        12,
        22,
        14,
        19
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-7b9cb299f058",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        23,
        12,
        22,
        14,
        19
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-97e166dca88f",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 104,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        23,
        12,
        22,
        14,
        19
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-e3e3dd2ce4d3",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 176,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        23,
        12,
        22,
        14,
        19
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-466dd79d4792",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        23,
        12,
        22,
        14,
        19
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-3afceca4c2ba",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 160,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        23,
        12,
        22,
        14,
        19
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-f5a919af1c03",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 80,
        "total": 80,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 112,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        23,
        12,
        22,
        14,
        19
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-aa249906d112",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        23,
        12,
        22,
        14,
        19
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-14830e4a6e35",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 2,
        "vector_count": 44,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 2,
        "vector_count": 44,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        18,
        28,
        17,
        26,
        16
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-d0a04bcf7e10",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 2,
        "vector_count": 44,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 2,
        "vector_count": 44,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        18,
        28,
        17,
        26,
        16
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-43e8733e37d7",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 6,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 2,
        "vector_count": 44,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 82,
      "truth_assignment": [
        1,
        0,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        18,
        28,
        17,
        26,
        16
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-7c5fd5294cf1",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 2,
        "vector_count": 44,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 72,
      "truth_assignment": [
        1,
        0,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        18,
        28,
        17,
        26,
        16
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-e8a073431e74",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          1,
          1,
          1,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 22,
        "total": 22,
        "truth_depth": 2,
        "vector_count": 14,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 2,
        "vector_count": 44,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 66,
      "truth_assignment": [
        1,
        0,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        18,
        28,
        17,
        26,
        16
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-0be6d9bf2cc7",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 18,
        "total": 18,
        "truth_depth": 1,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 2,
        "vector_count": 44,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 70,
      "truth_assignment": [
        1,
        0,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        18,
        28,
        17,
        26,
        16
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-f80923732cf6",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 2,
        "vector_count": 44,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 56,
      "truth_assignment": [
        1,
        0,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        18,
        28,
        17,
        26,
        16
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-079f5786a0a1",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 2,
        "vector_count": 44,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 72,
      "truth_assignment": [
        1,
        0,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        18,
        28,
        17,
        26,
        16
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-5bffdf63ac78",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          1,
          1,
          1,
          1,
          1,
          1,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 22,
        "total": 22,
        "truth_depth": 2,
        "vector_count": 14,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 2,
        "vector_count": 44,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 66,
      "truth_assignment": [
        1,
        0,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        18,
        28,
        17,
        26,
        16
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-7a74910cc5e3",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 2,
        "vector_count": 44,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 72,
      "truth_assignment": [
        1,
        0,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        18,
        28,
        17,
        26,
        16
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-0cccb4a44a55",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 112,
        "total": 112,
        "truth_depth": 3,
        "vector_count": 48,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 112,
        "total": 112,
        "truth_depth": 3,
        "vector_count": 48,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        14,
        24,
        27,
        23
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-5cd25e7defba",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 112,
        "total": 112,
        "truth_depth": 3,
        "vector_count": 48,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 64,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        14,
        24,
        27,
        23
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-e702f61c0297",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 6,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 112,
        "total": 112,
        "truth_depth": 3,
        "vector_count": 48,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 106,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        14,
        24,
        27,
        23
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 2
    },
    {
      "bins": 5,
      "case_id": "case-f967051fd183",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 44,
        "total": 44,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 112,
        "total": 112,
        "truth_depth": 3,
        "vector_count": 48,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 68,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        14,
        24,
        27,
        23
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-4d616b1c04ae",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 112,
        "total": 112,
        "truth_depth": 3,
        "vector_count": 48,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 80,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        14,
        24,
        27,
        23
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-4101a5030214",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 18,
        "total": 18,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 112,
        "total": 112,
        "truth_depth": 3,
        "vector_count": 48,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 94,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        14,
        24,
        27,
        23
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-c5b95144f31c",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 112,
        "total": 112,
        "truth_depth": 3,
        "vector_count": 48,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 110,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        14,
        24,
        27,
        23
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 2
    },
    {
      "bins": 5,
      "case_id": "case-6cf34bc846a7",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 44,
        "total": 44,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 112,
        "total": 112,
        "truth_depth": 3,
        "vector_count": 48,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 68,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        14,
        24,
        27,
        23
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-0fcc253402e7",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 112,
        "total": 112,
        "truth_depth": 3,
        "vector_count": 48,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 112,
        "total": 112,
        "truth_depth": 3,
        "vector_count": 48,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        14,
        24,
        27,
        23
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-c56f7dfec2da",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 112,
        "total": 112,
        "truth_depth": 3,
        "vector_count": 48,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 108,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        14,
        24,
        27,
        23
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 2
    },
    {
      "bins": 5,
      "case_id": "case-ed386dc1526f",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        18,
        28,
        14,
        11,
        13
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-2f98920f21ce",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 29,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 44,
        "total": 44,
        "truth_depth": 3,
        "vector_count": 16,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 148,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        18,
        28,
        14,
        11,
        13
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-d0a2e068a4bf",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 29,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 44,
        "total": 44,
        "truth_depth": 3,
        "vector_count": 16,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 148,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        18,
        28,
        14,
        11,
        13
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-17f150a33b6d",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 96,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        18,
        28,
        14,
        11,
        13
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-6bbc5db169c0",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 29,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 44,
        "total": 44,
        "truth_depth": 3,
        "vector_count": 16,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 148,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        18,
        28,
        14,
        11,
        13
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-509b709c1098",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 11,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 92,
        "total": 92,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 100,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        18,
        28,
        14,
        11,
        13
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-c6ab201be1fc",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 74,
        "total": 74,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 118,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        18,
        28,
        14,
        11,
        13
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-37b1f3a1cf94",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 128,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        18,
        28,
        14,
        11,
        13
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-8885bf21786c",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 128,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        18,
        28,
        14,
        11,
        13
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-41357149a373",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 74,
        "total": 74,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 118,
      "truth_assignment": [
        0,
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        18,
        28,
        14,
        11,
        13
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-ce0c9b924a94",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 208,
        "total": 208,
        "truth_depth": 4,
        "vector_count": 64,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 208,
        "total": 208,
        "truth_depth": 4,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        29,
        20,
        8,
        12,
        27
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-30a7ba76f7cc",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 208,
        "total": 208,
        "truth_depth": 4,
        "vector_count": 64,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 208,
        "total": 208,
        "truth_depth": 4,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        29,
        20,
        8,
        12,
        27
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-7ba107c17101",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 29,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 208,
        "total": 208,
        "truth_depth": 4,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 112,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        29,
        20,
        8,
        12,
        27
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-607c05242060",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 29,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 208,
        "total": 208,
        "truth_depth": 4,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 112,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        29,
        20,
        8,
        12,
        27
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-c0c973c52be5",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 29,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 36,
        "total": 36,
        "truth_depth": 3,
        "vector_count": 16,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 208,
        "total": 208,
        "truth_depth": 4,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 172,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        29,
        20,
        8,
        12,
        27
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-425d9b9f6840",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 8,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 208,
        "total": 208,
        "truth_depth": 4,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 176,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        29,
        20,
        8,
        12,
        27
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 2
    },
    {
      "bins": 5,
      "case_id": "case-43174558ebff",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 8,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 3,
        "vector_count": 8,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 208,
        "total": 208,
        "truth_depth": 4,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 188,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        29,
        20,
        8,
        12,
        27
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-4d0fbed0c42f",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 208,
        "total": 208,
        "truth_depth": 4,
        "vector_count": 64,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 208,
        "total": 208,
        "truth_depth": 4,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        29,
        20,
        8,
        12,
        27
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-41a8521e9b87",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 29,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 208,
        "total": 208,
        "truth_depth": 4,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 112,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        29,
        20,
        8,
        12,
        27
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-cfb10022d9ed",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 8,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 3,
        "vector_count": 8,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 208,
        "total": 208,
        "truth_depth": 4,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 188,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        29,
        20,
        8,
        12,
        27
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-9efbd9671b11",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        29,
        20,
        15,
        19,
        25
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-53467893c9eb",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        29,
        20,
        15,
        19,
        25
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-4bec335c90cd",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 160,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        29,
        20,
        15,
        19,
        25
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-6b3e9eba4be1",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        29,
        20,
        15,
        19,
        25
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-b511ed342dea",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 128,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        29,
        20,
        15,
        19,
        25
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-ecd251276267",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        29,
        20,
        15,
        19,
        25
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-a058862e30ed",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 66,
        "total": 66,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 126,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        29,
        20,
        15,
        19,
        25
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-de52be6a2b97",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        29,
        20,
        15,
        19,
        25
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-7139db5e1b25",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 160,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        29,
        20,
        15,
        19,
        25
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-339fb0872075",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 176,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        29,
        20,
        15,
        19,
        25
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-f8bcd4407cfe",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 222,
        "total": 222,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 222,
        "total": 222,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        24,
        17,
        8,
        24,
        29
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-d70de3351084",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 146,
        "total": 146,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 222,
        "total": 222,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 76,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        24,
        17,
        8,
        24,
        29
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-2b4790ea1054",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 222,
        "total": 222,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 222,
        "total": 222,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        24,
        17,
        8,
        24,
        29
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-8b66794f77ea",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 146,
        "total": 146,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 222,
        "total": 222,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 76,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        24,
        17,
        8,
        24,
        29
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-69cc2e8d54e0",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 222,
        "total": 222,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 198,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        24,
        17,
        8,
        24,
        29
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-8450cb821055",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 222,
        "total": 222,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 222,
        "total": 222,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        24,
        17,
        8,
        24,
        29
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-04a44207b8f8",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 108,
        "total": 108,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 222,
        "total": 222,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 114,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        24,
        17,
        8,
        24,
        29
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-867952b10749",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 9,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 222,
        "total": 222,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 206,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        24,
        17,
        8,
        24,
        29
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-5627b9eddabc",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 222,
        "total": 222,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 222,
        "total": 222,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        24,
        17,
        8,
        24,
        29
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-42e3aed1fb40",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 108,
        "total": 108,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 222,
        "total": 222,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 114,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        24,
        17,
        8,
        24,
        29
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-811aa52d8daa",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 348,
        "total": 348,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 348,
        "total": 348,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        30,
        23,
        13,
        22,
        18
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-3b1c2d61aa32",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 156,
        "total": 156,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 348,
        "total": 348,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 192,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        30,
        23,
        13,
        22,
        18
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-49f189cef2d6",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 348,
        "total": 348,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 332,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        30,
        23,
        13,
        22,
        18
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-7c61d92b4ab4",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 348,
        "total": 348,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 348,
        "total": 348,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        30,
        23,
        13,
        22,
        18
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-2d325c83b5ab",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 348,
        "total": 348,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 316,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        30,
        23,
        13,
        22,
        18
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-66706b3a1e37",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 348,
        "total": 348,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 276,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        30,
        23,
        13,
        22,
        18
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-377ecc060fc8",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 30,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 348,
        "total": 348,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 322,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        30,
        23,
        13,
        22,
        18
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-2fc94d5c2f4c",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 348,
        "total": 348,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 316,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        30,
        23,
        13,
        22,
        18
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-dd6891a6b683",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          2,
          2,
          2,
          1,
          2,
          1,
          2,
          2,
          1,
          2,
          1,
          2,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 348,
        "total": 348,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 322,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        30,
        23,
        13,
        22,
        18
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-e9857519aff2",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 348,
        "total": 348,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 316,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        30,
        23,
        13,
        22,
        18
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-8582fde89670",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 2,
        "vector_count": 90,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 2,
        "vector_count": 90,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        12,
        31,
        17,
        6,
        25
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-f8889b3c547c",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 2,
        "vector_count": 90,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 2,
        "vector_count": 90,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        12,
        31,
        17,
        6,
        25
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-ee25f23c58de",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 31,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 7,
        "total": 7,
        "truth_depth": 1,
        "vector_count": 7,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 2,
        "vector_count": 90,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 177,
      "truth_assignment": [
        1,
        0,
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        12,
        31,
        17,
        6,
        25
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 2
    },
    {
      "bins": 5,
      "case_id": "case-8bcc736b1d18",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 10,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 60,
        "total": 60,
        "truth_depth": 2,
        "vector_count": 30,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 2,
        "vector_count": 90,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 124,
      "truth_assignment": [
        1,
        0,
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        12,
        31,
        17,
        6,
        25
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-726fd7a6ef59",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 2,
        "vector_count": 90,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 2,
        "vector_count": 90,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        12,
        31,
        17,
        6,
        25
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-d088495cf9dd",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 90,
        "total": 90,
        "truth_depth": 2,
        "vector_count": 45,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 2,
        "vector_count": 90,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 94,
      "truth_assignment": [
        1,
        0,
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        12,
        31,
        17,
        6,
        25
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-0495abc17deb",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 2,
        "vector_count": 90,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 2,
        "vector_count": 90,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        12,
        31,
        17,
        6,
        25
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-b638375ce1a9",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 2,
        "vector_count": 90,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 88,
      "truth_assignment": [
        1,
        0,
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        12,
        31,
        17,
        6,
        25
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-dbd12821ac6c",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 8,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 2,
        "vector_count": 90,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 168,
      "truth_assignment": [
        1,
        0,
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        12,
        31,
        17,
        6,
        25
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-dba9dad75886",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 2,
        "vector_count": 90,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 2,
        "vector_count": 90,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        12,
        31,
        17,
        6,
        25
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-1cda04c4ef52",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 224,
        "total": 224,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 224,
        "total": 224,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        29,
        20,
        12,
        15,
        19
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-da38dfcb0f1e",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 128,
        "total": 128,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 224,
        "total": 224,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 96,
      "truth_assignment": [
        1,
        0,
        1,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        29,
        20,
        12,
        15,
        19
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-5a09967ff0c0",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 11,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 56,
        "total": 56,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 224,
        "total": 224,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 168,
      "truth_assignment": [
        1,
        0,
        1,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        29,
        20,
        12,
        15,
        19
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-cfd6b4585ee2",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 224,
        "total": 224,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 224,
        "total": 224,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        29,
        20,
        12,
        15,
        19
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-09675115076d",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 29,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 224,
        "total": 224,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 176,
      "truth_assignment": [
        1,
        0,
        1,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        29,
        20,
        12,
        15,
        19
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-80a2efc8c597",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 224,
        "total": 224,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 176,
      "truth_assignment": [
        1,
        0,
        1,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        29,
        20,
        12,
        15,
        19
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-a0b7141ee425",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 224,
        "total": 224,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 192,
      "truth_assignment": [
        1,
        0,
        1,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        29,
        20,
        12,
        15,
        19
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-3e4d9b2b9cdd",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 224,
        "total": 224,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 176,
      "truth_assignment": [
        1,
        0,
        1,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        29,
        20,
        12,
        15,
        19
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-6ab875c78073",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 224,
        "total": 224,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 176,
      "truth_assignment": [
        1,
        0,
        1,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        29,
        20,
        12,
        15,
        19
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-97a002255f4f",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 224,
        "total": 224,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 224,
        "total": 224,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        1,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        29,
        20,
        12,
        15,
        19
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-bd1d5c35c85c",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 388,
        "total": 388,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 388,
        "total": 388,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        23,
        25,
        17,
        26,
        14
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-81207b839669",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 388,
        "total": 388,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 388,
        "total": 388,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        23,
        25,
        17,
        26,
        14
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-0165bf1bc4f3",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 388,
        "total": 388,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 388,
        "total": 388,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        23,
        25,
        17,
        26,
        14
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-0255a0813ddc",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 388,
        "total": 388,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 196,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        23,
        25,
        17,
        26,
        14
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-dc13c9796543",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 388,
        "total": 388,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 388,
        "total": 388,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        23,
        25,
        17,
        26,
        14
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-970436e1727b",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 168,
        "total": 168,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 388,
        "total": 388,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 220,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        23,
        25,
        17,
        26,
        14
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-d2755f7ba7b4",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 388,
        "total": 388,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 316,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        23,
        25,
        17,
        26,
        14
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-f300ede32831",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 388,
        "total": 388,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 388,
        "total": 388,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        23,
        25,
        17,
        26,
        14
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-f761e3bbfbfb",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 388,
        "total": 388,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 292,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        23,
        25,
        17,
        26,
        14
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-803abdb4e5ca",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 388,
        "total": 388,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 384,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        23,
        25,
        17,
        26,
        14
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 3
    },
    {
      "bins": 5,
      "case_id": "case-e054abbe099b",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 264,
        "total": 264,
        "truth_depth": 3,
        "vector_count": 96,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 264,
        "total": 264,
        "truth_depth": 3,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        13,
        23,
        23,
        26,
        24
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-f678ed456ef3",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 264,
        "total": 264,
        "truth_depth": 3,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 216,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        13,
        23,
        23,
        26,
        24
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-15f970ce57c8",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 264,
        "total": 264,
        "truth_depth": 3,
        "vector_count": 96,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 264,
        "total": 264,
        "truth_depth": 3,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        13,
        23,
        23,
        26,
        24
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-057cc9cf3ee6",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 264,
        "total": 264,
        "truth_depth": 3,
        "vector_count": 96,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 264,
        "total": 264,
        "truth_depth": 3,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        13,
        23,
        23,
        26,
        24
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-1fa12dd96354",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 264,
        "total": 264,
        "truth_depth": 3,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 244,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        13,
        23,
        23,
        26,
        24
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-500d25f9e6ae",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 168,
        "total": 168,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 264,
        "total": 264,
        "truth_depth": 3,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 96,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        13,
        23,
        23,
        26,
        24
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-c955098fc812",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 264,
        "total": 264,
        "truth_depth": 3,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 232,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        13,
        23,
        23,
        26,
        24
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-becf184b1503",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 80,
        "total": 80,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 264,
        "total": 264,
        "truth_depth": 3,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 184,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        13,
        23,
        23,
        26,
        24
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-9b6efce9d9ac",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 264,
        "total": 264,
        "truth_depth": 3,
        "vector_count": 96,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 264,
        "total": 264,
        "truth_depth": 3,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        13,
        23,
        23,
        26,
        24
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-3cf65f1ffc11",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 80,
        "total": 80,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 264,
        "total": 264,
        "truth_depth": 3,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 184,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        13,
        23,
        23,
        26,
        24
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-3961af67c905",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 556,
        "total": 556,
        "truth_depth": 3,
        "vector_count": 190,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 556,
        "total": 556,
        "truth_depth": 3,
        "vector_count": 190,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        22,
        22,
        19,
        21,
        24
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-6d4a67fffc0e",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          2,
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 556,
        "total": 556,
        "truth_depth": 3,
        "vector_count": 190,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 536,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        22,
        22,
        19,
        21,
        24
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-36766d753640",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 556,
        "total": 556,
        "truth_depth": 3,
        "vector_count": 190,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 553,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        22,
        22,
        19,
        21,
        24
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 2
    },
    {
      "bins": 5,
      "case_id": "case-bc7ff4f4ea30",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 556,
        "total": 556,
        "truth_depth": 3,
        "vector_count": 190,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 524,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        22,
        22,
        19,
        21,
        24
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-2a5d17b52a31",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 62,
        "total": 62,
        "truth_depth": 2,
        "vector_count": 31,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 556,
        "total": 556,
        "truth_depth": 3,
        "vector_count": 190,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 494,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        22,
        22,
        19,
        21,
        24
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-2041ef6c208b",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 556,
        "total": 556,
        "truth_depth": 3,
        "vector_count": 190,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 508,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        22,
        22,
        19,
        21,
        24
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-7e21a494de78",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 556,
        "total": 556,
        "truth_depth": 3,
        "vector_count": 190,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 552,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        22,
        22,
        19,
        21,
        24
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 2
    },
    {
      "bins": 5,
      "case_id": "case-3edee2fe4c70",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 556,
        "total": 556,
        "truth_depth": 3,
        "vector_count": 190,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 508,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        22,
        22,
        19,
        21,
        24
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-4b4eeff2b128",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 556,
        "total": 556,
        "truth_depth": 3,
        "vector_count": 190,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 492,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        22,
        22,
        19,
        21,
        24
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-5b5952d73a00",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 164,
        "total": 164,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 556,
        "total": 556,
        "truth_depth": 3,
        "vector_count": 190,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 392,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        22,
        22,
        19,
        21,
        24
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-817a4f026c0e",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 498,
        "total": 498,
        "truth_depth": 3,
        "vector_count": 174,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 498,
        "total": 498,
        "truth_depth": 3,
        "vector_count": 174,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        14,
        23,
        27,
        18,
        30
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-bf25d26d6b40",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 498,
        "total": 498,
        "truth_depth": 3,
        "vector_count": 174,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 498,
        "total": 498,
        "truth_depth": 3,
        "vector_count": 174,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        14,
        23,
        27,
        18,
        30
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-b760cbfcdb28",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          2,
          2,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 6,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 498,
        "total": 498,
        "truth_depth": 3,
        "vector_count": 174,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 490,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        14,
        23,
        27,
        18,
        30
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-1956fa193052",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 31,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 498,
        "total": 498,
        "truth_depth": 3,
        "vector_count": 174,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 494,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        14,
        23,
        27,
        18,
        30
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 2
    },
    {
      "bins": 5,
      "case_id": "case-fd700758e97a",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 63,
        "total": 63,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 498,
        "total": 498,
        "truth_depth": 3,
        "vector_count": 174,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 435,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        14,
        23,
        27,
        18,
        30
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-4304a1e60d0d",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 498,
        "total": 498,
        "truth_depth": 3,
        "vector_count": 174,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 496,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        14,
        23,
        27,
        18,
        30
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 2
    },
    {
      "bins": 5,
      "case_id": "case-f01f67ac6da9",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 498,
        "total": 498,
        "truth_depth": 3,
        "vector_count": 174,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 498,
        "total": 498,
        "truth_depth": 3,
        "vector_count": 174,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        14,
        23,
        27,
        18,
        30
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-bdd173936339",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 264,
        "total": 264,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 498,
        "total": 498,
        "truth_depth": 3,
        "vector_count": 174,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 234,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        14,
        23,
        27,
        18,
        30
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-e4e23f78c62a",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 264,
        "total": 264,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 498,
        "total": 498,
        "truth_depth": 3,
        "vector_count": 174,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 234,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        14,
        23,
        27,
        18,
        30
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-cca8d85e3d96",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 63,
        "total": 63,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 498,
        "total": 498,
        "truth_depth": 3,
        "vector_count": 174,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 435,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        14,
        23,
        27,
        18,
        30
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-3bdde19352da",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 768,
        "total": 768,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 768,
        "total": 768,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        27,
        26,
        25,
        24,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-2019db3dda04",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 768,
        "total": 768,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 384,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        27,
        26,
        25,
        24,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-8c2ec96e77e2",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 768,
        "total": 768,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 736,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        27,
        26,
        25,
        24,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-5a55e68374d6",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 144,
        "total": 144,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 768,
        "total": 768,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 624,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        27,
        26,
        25,
        24,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-6ae55d4aa569",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 768,
        "total": 768,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 744,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        27,
        26,
        25,
        24,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-0a1124417aba",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 768,
        "total": 768,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 384,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        27,
        26,
        25,
        24,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-1db3ad4f9ae0",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 29,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 768,
        "total": 768,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 576,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        27,
        26,
        25,
        24,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-05a5a36216f0",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 768,
        "total": 768,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 576,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        27,
        26,
        25,
        24,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-fa2ce29b78ca",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 768,
        "total": 768,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 384,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        27,
        26,
        25,
        24,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-fdc5048b9fc4",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 128,
        "total": 128,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 768,
        "total": 768,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 640,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        27,
        26,
        25,
        24,
        26
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-93439e43a56e",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 760,
        "total": 760,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 760,
        "total": 760,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        20,
        11,
        24,
        26,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-373ecb20993e",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 376,
        "total": 376,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 760,
        "total": 760,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 384,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        20,
        11,
        24,
        26,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-5f23e0e7a0a0",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 80,
        "total": 80,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 760,
        "total": 760,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 680,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        20,
        11,
        24,
        26,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-5ad6a58ea759",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 760,
        "total": 760,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 568,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        20,
        11,
        24,
        26,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-b907258763b6",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 128,
        "total": 128,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 760,
        "total": 760,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 632,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        20,
        11,
        24,
        26,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-54f7a7e179d6",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 760,
        "total": 760,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 696,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        20,
        11,
        24,
        26,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-5aea0da8a0ae",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 368,
        "total": 368,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 760,
        "total": 760,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 392,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        20,
        11,
        24,
        26,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-5d1c81359f88",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 760,
        "total": 760,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 728,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        20,
        11,
        24,
        26,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-8b3f130bdb46",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 128,
        "total": 128,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 760,
        "total": 760,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 632,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        20,
        11,
        24,
        26,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-ad35169e4624",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 760,
        "total": 760,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 696,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        20,
        11,
        24,
        26,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-ba41a7e9dead",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 768,
        "total": 768,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 768,
        "total": 768,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        29,
        12,
        18,
        30,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-5154aabcf57d",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 30,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 768,
        "total": 768,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 736,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        29,
        12,
        18,
        30,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-f6fe7b93eb88",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 128,
        "total": 128,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 768,
        "total": 768,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 640,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        29,
        12,
        18,
        30,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-630816840feb",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 128,
        "total": 128,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 768,
        "total": 768,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 640,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        29,
        12,
        18,
        30,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-b002247300b5",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 768,
        "total": 768,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 704,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        29,
        12,
        18,
        30,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-61c09be9cc22",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 29,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 128,
        "total": 128,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 768,
        "total": 768,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 640,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        29,
        12,
        18,
        30,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-2aa281afc525",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 768,
        "total": 768,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 768,
        "total": 768,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        29,
        12,
        18,
        30,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-d4237b157b68",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 318,
        "total": 318,
        "truth_depth": 2,
        "vector_count": 128,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 768,
        "total": 768,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 450,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        29,
        12,
        18,
        30,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-8597e8c97c85",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 768,
        "total": 768,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 768,
        "total": 768,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        29,
        12,
        18,
        30,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-ff1ab3974976",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 768,
        "total": 768,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 768,
        "total": 768,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        29,
        12,
        18,
        30,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-62bec4fe9495",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 472,
        "total": 472,
        "truth_depth": 3,
        "vector_count": 160,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 472,
        "total": 472,
        "truth_depth": 3,
        "vector_count": 160,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        29,
        18,
        25,
        19,
        24
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-bd3dd3a5dc0f",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 472,
        "total": 472,
        "truth_depth": 3,
        "vector_count": 160,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 472,
        "total": 472,
        "truth_depth": 3,
        "vector_count": 160,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        29,
        18,
        25,
        19,
        24
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-2c4ee871bb87",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 80,
        "total": 80,
        "truth_depth": 2,
        "vector_count": 40,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 472,
        "total": 472,
        "truth_depth": 3,
        "vector_count": 160,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 392,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        29,
        18,
        25,
        19,
        24
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-b525bca4eed5",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 232,
        "total": 232,
        "truth_depth": 3,
        "vector_count": 80,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 472,
        "total": 472,
        "truth_depth": 3,
        "vector_count": 160,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 240,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        29,
        18,
        25,
        19,
        24
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-222d5dcec9ca",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 80,
        "total": 80,
        "truth_depth": 2,
        "vector_count": 40,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 472,
        "total": 472,
        "truth_depth": 3,
        "vector_count": 160,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 392,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        29,
        18,
        25,
        19,
        24
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 5,
      "case_id": "case-f725b495cc30",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 472,
        "total": 472,
        "truth_depth": 3,
        "vector_count": 160,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 472,
        "total": 472,
        "truth_depth": 3,
        "vector_count": 160,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        29,
        18,
        25,
        19,
        24
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-5a64da8f33f6",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 232,
        "total": 232,
        "truth_depth": 3,
        "vector_count": 80,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 472,
        "total": 472,
        "truth_depth": 3,
        "vector_count": 160,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 240,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        29,
        18,
        25,
        19,
        24
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-ca0708e0dff0",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 472,
        "total": 472,
        "truth_depth": 3,
        "vector_count": 160,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 468,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        29,
        18,
        25,
        19,
        24
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 2
    },
    {
      "bins": 5,
      "case_id": "case-0301fb2762e4",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 232,
        "total": 232,
        "truth_depth": 3,
        "vector_count": 80,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 472,
        "total": 472,
        "truth_depth": 3,
        "vector_count": 160,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 240,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        29,
        18,
        25,
        19,
        24
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 5,
      "case_id": "case-9dd0466c61bc",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 80,
        "total": 80,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 472,
        "total": 472,
        "truth_depth": 3,
        "vector_count": 160,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 392,
      "truth_assignment": [
        0,
        1,
        0,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        29,
        18,
        25,
        19,
        24
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-4aee774b3f7e",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [],
      "truth_final_vector": [
        15,
        24,
        13,
        19,
        17,
        21
      ],
      "uncertain_transfers": 0,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-39ca2bae97ab",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [],
      "truth_final_vector": [
        15,
        14,
        19,
        21,
        21,
        20
      ],
      "uncertain_transfers": 0,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-4e221e76b5fb",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [],
      "truth_final_vector": [
        19,
        21,
        22,
        16,
        18,
        27
      ],
      "uncertain_transfers": 0,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-53437296c4eb",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [],
      "truth_final_vector": [
        24,
        14,
        20,
        21,
        20,
        18
      ],
      "uncertain_transfers": 0,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-6cf24af757fe",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [],
      "truth_final_vector": [
        17,
        14,
        25,
        18,
        19,
        28
      ],
      "uncertain_transfers": 0,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-fe5544cdbca9",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [],
      "truth_final_vector": [
        25,
        19,
        18,
        25,
        26,
        12
      ],
      "uncertain_transfers": 0,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-70d284003ed9",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        14,
        26,
        12,
        10,
        28,
        25
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-f42dc8b822f4",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        14,
        26,
        12,
        10,
        28,
        25
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-40f111566774",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        14,
        26,
        12,
        10,
        28,
        25
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-d05a3d994008",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        14,
        26,
        12,
        10,
        28,
        25
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-68e6b7952d9e",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        14,
        26,
        12,
        10,
        28,
        25
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-6b3364a2fac9",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        14,
        26,
        12,
        10,
        28,
        25
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-e1889238d0e5",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 10,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        14,
        26,
        12,
        10,
        28,
        25
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-d76b7cb8ad63",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        14,
        26,
        12,
        10,
        28,
        25
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-b90a69c6e44f",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 10,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        14,
        26,
        12,
        10,
        28,
        25
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-76565223f780",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        14,
        26,
        12,
        10,
        28,
        25
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-37318b572ac0",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        21,
        22,
        23,
        13,
        23,
        17
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-f993639a96d0",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        21,
        22,
        23,
        13,
        23,
        17
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-15b21678680e",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        21,
        22,
        23,
        13,
        23,
        17
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-29aebe479e88",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        21,
        22,
        23,
        13,
        23,
        17
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-6fedd2f1b5e6",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        21,
        22,
        23,
        13,
        23,
        17
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-72e4694ad425",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        21,
        22,
        23,
        13,
        23,
        17
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-f642c076f612",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        21,
        22,
        23,
        13,
        23,
        17
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-b5a866e3ca7e",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        21,
        22,
        23,
        13,
        23,
        17
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-db12a5510df9",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        21,
        22,
        23,
        13,
        23,
        17
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-d1a6612df18d",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        21,
        22,
        23,
        13,
        23,
        17
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-bc1904d0c3d8",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        25,
        23,
        18,
        13,
        24,
        21
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-e44d728a71ce",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        25,
        23,
        18,
        13,
        24,
        21
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-4a3f38e8e763",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        25,
        23,
        18,
        13,
        24,
        21
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-f9913786ae4d",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        25,
        23,
        18,
        13,
        24,
        21
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-9edac266819d",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        25,
        23,
        18,
        13,
        24,
        21
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-35bb2b5e50de",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        25,
        23,
        18,
        13,
        24,
        21
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-1031f47a71fd",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        25,
        23,
        18,
        13,
        24,
        21
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-5dd92aa91e0b",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        25,
        23,
        18,
        13,
        24,
        21
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-d4e44fe4b397",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        25,
        23,
        18,
        13,
        24,
        21
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-1082b80ba6b3",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        25,
        23,
        18,
        13,
        24,
        21
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-d4d63867287b",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        21,
        23,
        18,
        19,
        14,
        14
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-22cd87c3583b",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        21,
        23,
        18,
        19,
        14,
        14
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-4974f13ad59d",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        21,
        23,
        18,
        19,
        14,
        14
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-ec360c528b7a",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        21,
        23,
        18,
        19,
        14,
        14
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-6770e39391b5",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        21,
        23,
        18,
        19,
        14,
        14
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-b8e602fb5aef",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        21,
        23,
        18,
        19,
        14,
        14
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-43b04d727792",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        21,
        23,
        18,
        19,
        14,
        14
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-f72bfb6c1313",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        21,
        23,
        18,
        19,
        14,
        14
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-cf7a5a54d7b6",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        21,
        23,
        18,
        19,
        14,
        14
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-c20188b487d0",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        21,
        23,
        18,
        19,
        14,
        14
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-b50da4c4f316",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        28,
        18,
        21,
        28,
        20,
        24
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-7aea5a13719e",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        28,
        18,
        21,
        28,
        20,
        24
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-82d2f1745c4b",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        28,
        18,
        21,
        28,
        20,
        24
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-575e3bf20b85",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        28,
        18,
        21,
        28,
        20,
        24
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-681f48fd958f",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        28,
        18,
        21,
        28,
        20,
        24
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-9ba0869c3c5d",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        28,
        18,
        21,
        28,
        20,
        24
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-d656841c72a6",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        28,
        18,
        21,
        28,
        20,
        24
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-5df91f5ef32f",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        28,
        18,
        21,
        28,
        20,
        24
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-1eaba3d4be46",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "F",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        28,
        18,
        21,
        28,
        20,
        24
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-460c8b4f9611",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0
      ],
      "truth_final_vector": [
        28,
        18,
        21,
        28,
        20,
        24
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-4c524a7b4040",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        15,
        18,
        25,
        21,
        15,
        26
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-21537d94805f",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        15,
        18,
        25,
        21,
        15,
        26
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-3691738c2c62",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        15,
        18,
        25,
        21,
        15,
        26
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-39b862ab5a97",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        15,
        18,
        25,
        21,
        15,
        26
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-d044601034d3",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        15,
        18,
        25,
        21,
        15,
        26
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-3f944e36a719",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        15,
        18,
        25,
        21,
        15,
        26
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-652719f7274b",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        15,
        18,
        25,
        21,
        15,
        26
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-7d03367da071",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        15,
        18,
        25,
        21,
        15,
        26
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-a440cb47895b",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        15,
        18,
        25,
        21,
        15,
        26
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-d9bfefacc734",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1
      ],
      "truth_final_vector": [
        15,
        18,
        25,
        21,
        15,
        26
      ],
      "uncertain_transfers": 1,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-3c76b9a585b8",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        22,
        17,
        22,
        27,
        19,
        21
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-c7398820d78d",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        22,
        17,
        22,
        27,
        19,
        21
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-88174e8b6a64",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        22,
        17,
        22,
        27,
        19,
        21
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-b66c03c849b0",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        22,
        17,
        22,
        27,
        19,
        21
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-f21b69845a09",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        22,
        17,
        22,
        27,
        19,
        21
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-1b31873b7fe1",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "F",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        22,
        17,
        22,
        27,
        19,
        21
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-dcaf45576c6b",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        22,
        17,
        22,
        27,
        19,
        21
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-9a49e458bd38",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        22,
        17,
        22,
        27,
        19,
        21
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-c6cafe7c94db",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        22,
        17,
        22,
        27,
        19,
        21
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-c352caa4339b",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        22,
        17,
        22,
        27,
        19,
        21
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-ede3e25d9561",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        24,
        25,
        23,
        27,
        16,
        23
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-a396a47cef23",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        24,
        25,
        23,
        27,
        16,
        23
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-4546442dd3f8",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "F",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        24,
        25,
        23,
        27,
        16,
        23
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-896f2c81b762",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        24,
        25,
        23,
        27,
        16,
        23
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-0931dee79c85",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        24,
        25,
        23,
        27,
        16,
        23
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-e0e82896c4a7",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        24,
        25,
        23,
        27,
        16,
        23
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-5f4ac0bd5611",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        24,
        25,
        23,
        27,
        16,
        23
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 2
    },
    {
      "bins": 6,
      "case_id": "case-2f7e9700f767",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        24,
        25,
        23,
        27,
        16,
        23
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-9b7b87ce4a65",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        24,
        25,
        23,
        27,
        16,
        23
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-b7a43da49cf2",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        24,
        25,
        23,
        27,
        16,
        23
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-1ce6e081b964",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        22,
        21,
        17,
        15,
        23,
        13
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-153dfae596c2",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        22,
        21,
        17,
        15,
        23,
        13
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-56deb55ccc3e",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        22,
        21,
        17,
        15,
        23,
        13
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-182132cc74d5",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        22,
        21,
        17,
        15,
        23,
        13
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-f2756d19c1eb",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        22,
        21,
        17,
        15,
        23,
        13
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-00b0cbae3668",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        22,
        21,
        17,
        15,
        23,
        13
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-326646d3ff1c",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        22,
        21,
        17,
        15,
        23,
        13
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-e4e1db668a19",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "F",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        22,
        21,
        17,
        15,
        23,
        13
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-6eff6b98ae16",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        22,
        21,
        17,
        15,
        23,
        13
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-2270d28e0153",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        1,
        0
      ],
      "truth_final_vector": [
        22,
        21,
        17,
        15,
        23,
        13
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-870f289b4f1b",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        19,
        15,
        24,
        26,
        28,
        28
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-c1779cbbbba3",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        19,
        15,
        24,
        26,
        28,
        28
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-4a47d96aba35",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        19,
        15,
        24,
        26,
        28,
        28
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-46cdcd517929",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        19,
        15,
        24,
        26,
        28,
        28
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-19e373bd6744",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        19,
        15,
        24,
        26,
        28,
        28
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-dd3af82041d1",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        19,
        15,
        24,
        26,
        28,
        28
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-4ceda146ff5f",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        19,
        15,
        24,
        26,
        28,
        28
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-0c63ef63afce",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        19,
        15,
        24,
        26,
        28,
        28
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 2
    },
    {
      "bins": 6,
      "case_id": "case-f7b53d255cfc",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        19,
        15,
        24,
        26,
        28,
        28
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-30bc493e0cd8",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 4,
        "realized_counts": [
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        19,
        15,
        24,
        26,
        28,
        28
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-f951c9142c92",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        18,
        24,
        24,
        19,
        15,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-50999cfd1131",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        18,
        24,
        24,
        19,
        15,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-4111f561ab04",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "F",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 3,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        18,
        24,
        24,
        19,
        15,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-0aac83c4f363",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        18,
        24,
        24,
        19,
        15,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-41b31b1252c6",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        18,
        24,
        24,
        19,
        15,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-d6a699a72891",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 3,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        18,
        24,
        24,
        19,
        15,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-6f0f54ecc928",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        18,
        24,
        24,
        19,
        15,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-4e4da9a41799",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 3,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        18,
        24,
        24,
        19,
        15,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-f0ba495bc4f1",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        18,
        24,
        24,
        19,
        15,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-d800dc0f1009",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 1,
      "truth_assignment": [
        0,
        0
      ],
      "truth_final_vector": [
        18,
        24,
        24,
        19,
        15,
        15
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-8081ea3deeda",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        25,
        27,
        12,
        28,
        23,
        28
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-ec8a7d7e0ac0",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        25,
        27,
        12,
        28,
        23,
        28
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-02f84bf2099d",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        25,
        27,
        12,
        28,
        23,
        28
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-f457e3437d85",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        25,
        27,
        12,
        28,
        23,
        28
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-fb2f25742452",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        25,
        27,
        12,
        28,
        23,
        28
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-480fbb3f7926",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 2,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        25,
        27,
        12,
        28,
        23,
        28
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-29700cd4be3b",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        25,
        27,
        12,
        28,
        23,
        28
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-67da340316e5",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        25,
        27,
        12,
        28,
        23,
        28
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-ede7ca570d4c",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        25,
        27,
        12,
        28,
        23,
        28
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-98e7361102ed",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1
      ],
      "truth_final_vector": [
        25,
        27,
        12,
        28,
        23,
        28
      ],
      "uncertain_transfers": 2,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-f7c371da517f",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        31,
        17,
        22,
        21,
        25,
        23
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-de7057e49d32",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        31,
        17,
        22,
        21,
        25,
        23
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-d4d67518a988",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "F",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        31,
        17,
        22,
        21,
        25,
        23
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-1219f42c5964",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        31,
        17,
        22,
        21,
        25,
        23
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-3dcc05b3484b",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        31,
        17,
        22,
        21,
        25,
        23
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-c9b07084925e",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        31,
        17,
        22,
        21,
        25,
        23
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-c4e5eac67bda",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        31,
        17,
        22,
        21,
        25,
        23
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-094618dc6227",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        31,
        17,
        22,
        21,
        25,
        23
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-9b6541aa6fac",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 31,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        31,
        17,
        22,
        21,
        25,
        23
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-452ac351bac1",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1
      ],
      "truth_final_vector": [
        31,
        17,
        22,
        21,
        25,
        23
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-0d0458d373c8",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1
      ],
      "truth_final_vector": [
        11,
        12,
        13,
        29,
        16,
        19
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-383118e7b226",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1
      ],
      "truth_final_vector": [
        11,
        12,
        13,
        29,
        16,
        19
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-7b8165483eb2",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        1,
        0,
        1
      ],
      "truth_final_vector": [
        11,
        12,
        13,
        29,
        16,
        19
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-4fdc81e7296d",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1
      ],
      "truth_final_vector": [
        11,
        12,
        13,
        29,
        16,
        19
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-68520bc96181",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1
      ],
      "truth_final_vector": [
        11,
        12,
        13,
        29,
        16,
        19
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-7342701ca023",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        1,
        0,
        1
      ],
      "truth_final_vector": [
        11,
        12,
        13,
        29,
        16,
        19
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-56eeac1259ae",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        1,
        0,
        1
      ],
      "truth_final_vector": [
        11,
        12,
        13,
        29,
        16,
        19
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-6087ded419e6",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1
      ],
      "truth_final_vector": [
        11,
        12,
        13,
        29,
        16,
        19
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-42308e39e867",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 11,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        1,
        0,
        1
      ],
      "truth_final_vector": [
        11,
        12,
        13,
        29,
        16,
        19
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-b41264bcdaf7",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1
      ],
      "truth_final_vector": [
        11,
        12,
        13,
        29,
        16,
        19
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-44836a6bb27a",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        27,
        23,
        22,
        17,
        19,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-638f1213aea0",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        27,
        23,
        22,
        17,
        19,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-cff826a4eef5",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "F",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        27,
        23,
        22,
        17,
        19,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-c88c34a3848d",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        27,
        23,
        22,
        17,
        19,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-9ed9f16ba3bf",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        27,
        23,
        22,
        17,
        19,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-b70ea68cd284",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        27,
        23,
        22,
        17,
        19,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-3f2aa0b456e7",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        27,
        23,
        22,
        17,
        19,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-488c42af252d",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        27,
        23,
        22,
        17,
        19,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-99754408d0da",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        27,
        23,
        22,
        17,
        19,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-a37d15739e9f",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 1
      },
      "strict_objective_advantage": true,
      "total_delta": 4,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        27,
        23,
        22,
        17,
        19,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-047b799f81d9",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0
      ],
      "truth_final_vector": [
        25,
        17,
        14,
        20,
        16,
        16
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-66bb6759509c",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0
      ],
      "truth_final_vector": [
        25,
        17,
        14,
        20,
        16,
        16
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-a0ff77266a8d",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        0,
        0,
        0
      ],
      "truth_final_vector": [
        25,
        17,
        14,
        20,
        16,
        16
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-7f157f406b8a",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0
      ],
      "truth_final_vector": [
        25,
        17,
        14,
        20,
        16,
        16
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-b4c377df52d6",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        0,
        0,
        0
      ],
      "truth_final_vector": [
        25,
        17,
        14,
        20,
        16,
        16
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-b3a238987068",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0
      ],
      "truth_final_vector": [
        25,
        17,
        14,
        20,
        16,
        16
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-3f4aece9493a",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        0,
        0,
        0
      ],
      "truth_final_vector": [
        25,
        17,
        14,
        20,
        16,
        16
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-5eab250050ae",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "F",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 14,
      "truth_assignment": [
        0,
        0,
        0
      ],
      "truth_final_vector": [
        25,
        17,
        14,
        20,
        16,
        16
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-8aa999afe073",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        0,
        0,
        0
      ],
      "truth_final_vector": [
        25,
        17,
        14,
        20,
        16,
        16
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-f358f119efe9",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          1,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 10,
      "truth_assignment": [
        0,
        0,
        0
      ],
      "truth_final_vector": [
        25,
        17,
        14,
        20,
        16,
        16
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-e5ccc5f0a381",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        17,
        12,
        25,
        12,
        20,
        16
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-8a2f37087350",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        17,
        12,
        25,
        12,
        20,
        16
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-4fb33688b9b4",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        17,
        12,
        25,
        12,
        20,
        16
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-d7375a6eaf02",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        17,
        12,
        25,
        12,
        20,
        16
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-8c45c7e09cc0",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        17,
        12,
        25,
        12,
        20,
        16
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-39ecbcf1cdc9",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        17,
        12,
        25,
        12,
        20,
        16
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-7fc82e7b85dc",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        17,
        12,
        25,
        12,
        20,
        16
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-5d200691b708",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 6,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        17,
        12,
        25,
        12,
        20,
        16
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-8aca5485cd20",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "F",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        17,
        12,
        25,
        12,
        20,
        16
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-32c7941c40a7",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          2,
          2,
          1,
          1,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0
      ],
      "truth_final_vector": [
        17,
        12,
        25,
        12,
        20,
        16
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-f8faa5856757",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        19,
        19,
        21,
        25,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-5449c6bfdec9",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        19,
        19,
        21,
        25,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-e2ae1d42e7bf",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        19,
        19,
        21,
        25,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-b7f9f212046a",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        19,
        19,
        21,
        25,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-858e34635b27",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "F",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        19,
        19,
        21,
        25,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-df8c15e0dfcc",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        19,
        19,
        21,
        25,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-7a3d9e2ec2c7",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        19,
        19,
        21,
        25,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-f688f99bbbca",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        19,
        19,
        21,
        25,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-65d2a0219dd5",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        19,
        19,
        21,
        25,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-2012ad4b69bd",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1
      ],
      "truth_final_vector": [
        21,
        19,
        19,
        21,
        25,
        21
      ],
      "uncertain_transfers": 3,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-1ddcac1ed836",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        17,
        22,
        16,
        28,
        16
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-aa5cec615e6d",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        17,
        22,
        16,
        28,
        16
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-f49dbee5069c",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        17,
        22,
        16,
        28,
        16
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-ddc0f95e200c",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        17,
        22,
        16,
        28,
        16
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-030c27a905a1",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        17,
        22,
        16,
        28,
        16
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-a7cfd37e98f2",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        17,
        22,
        16,
        28,
        16
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-24acb01ac4c7",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 30,
      "truth_assignment": [
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        17,
        22,
        16,
        28,
        16
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-74b5484b76c6",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 28,
      "truth_assignment": [
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        17,
        22,
        16,
        28,
        16
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-d0d07ebf0dfa",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 28,
      "truth_assignment": [
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        17,
        22,
        16,
        28,
        16
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-70b289affc73",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        17,
        22,
        16,
        28,
        16
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-0f00088fdbce",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        27,
        24,
        23,
        29,
        24,
        26
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-594cba4bfd01",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        27,
        24,
        23,
        29,
        24,
        26
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-034b3f6268bf",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 5,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 28,
      "truth_assignment": [
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        27,
        24,
        23,
        29,
        24,
        26
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-0ae24928614c",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        27,
        24,
        23,
        29,
        24,
        26
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-0b1dd0cf42e6",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 5,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 28,
      "truth_assignment": [
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        27,
        24,
        23,
        29,
        24,
        26
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-34767051da80",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        27,
        24,
        23,
        29,
        24,
        26
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-0dacc7a3ffa6",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        27,
        24,
        23,
        29,
        24,
        26
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-227d5be5092a",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        27,
        24,
        23,
        29,
        24,
        26
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-1f00ee7ae474",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        27,
        24,
        23,
        29,
        24,
        26
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-eb051dcf655a",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        27,
        24,
        23,
        29,
        24,
        26
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-8d943b367fb1",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 3,
        "vector_count": 16,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 3,
        "vector_count": 16,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        29,
        24,
        18,
        18,
        24,
        13
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-87d93eb0e27d",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 3,
        "vector_count": 16,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 28,
      "truth_assignment": [
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        29,
        24,
        18,
        18,
        24,
        13
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-9296d017d605",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 3,
        "vector_count": 16,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 3,
        "vector_count": 16,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        29,
        24,
        18,
        18,
        24,
        13
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-41dbbd98dd70",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 3,
        "vector_count": 16,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 28,
      "truth_assignment": [
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        29,
        24,
        18,
        18,
        24,
        13
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-2666ee7ce764",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "F",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 3,
        "vector_count": 8,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 3,
        "vector_count": 16,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 20,
      "truth_assignment": [
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        29,
        24,
        18,
        18,
        24,
        13
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-a1bed51cc942",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 29,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 3,
        "vector_count": 16,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 36,
      "truth_assignment": [
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        29,
        24,
        18,
        18,
        24,
        13
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 2
    },
    {
      "bins": 6,
      "case_id": "case-e4d6d8012391",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 3,
        "vector_count": 16,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 3,
        "vector_count": 16,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        29,
        24,
        18,
        18,
        24,
        13
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-f5916f02c27f",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 3,
        "vector_count": 16,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 28,
      "truth_assignment": [
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        29,
        24,
        18,
        18,
        24,
        13
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-8c57b1b73d44",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 29,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 3,
        "vector_count": 16,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 38,
      "truth_assignment": [
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        29,
        24,
        18,
        18,
        24,
        13
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 2
    },
    {
      "bins": 6,
      "case_id": "case-a47bae722331",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 3,
        "vector_count": 8,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 3,
        "vector_count": 16,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 20,
      "truth_assignment": [
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        29,
        24,
        18,
        18,
        24,
        13
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-c018c6f1853a",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        22,
        31,
        28,
        9,
        27,
        13
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-01d6ce600487",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        22,
        31,
        28,
        9,
        27,
        13
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-a006d900cb25",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "F",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        22,
        31,
        28,
        9,
        27,
        13
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-96736b2c0699",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 10,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        22,
        31,
        28,
        9,
        27,
        13
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-81e534043996",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        22,
        31,
        28,
        9,
        27,
        13
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-e9d4537f2efa",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        22,
        31,
        28,
        9,
        27,
        13
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-2025f77ec62f",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        22,
        31,
        28,
        9,
        27,
        13
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-5d285a772d67",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 30,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        22,
        31,
        28,
        9,
        27,
        13
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-9e3895a53a5b",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        22,
        31,
        28,
        9,
        27,
        13
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-d8b4c929a443",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        22,
        31,
        28,
        9,
        27,
        13
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-6e5f6c69d96d",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        26,
        14,
        17,
        18,
        18
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-0b3d2c41b1ff",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        26,
        14,
        17,
        18,
        18
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-c02a5fad47dc",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 21,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        26,
        14,
        17,
        18,
        18
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-1f1f25de357b",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 6,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 12,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        26,
        14,
        17,
        18,
        18
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-b67fd64fec6f",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        26,
        14,
        17,
        18,
        18
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-72eaf5d2f269",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        26,
        14,
        17,
        18,
        18
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-5f2cf10315a3",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 8,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        26,
        14,
        17,
        18,
        18
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-26b7ae9bb7b5",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 3,
        "total": 3,
        "truth_depth": 1,
        "vector_count": 3,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 21,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        26,
        14,
        17,
        18,
        18
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-f9c2097c1aa7",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        26,
        14,
        17,
        18,
        18
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-f5e4875d5043",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        26,
        14,
        17,
        18,
        18
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-ffa30fcbbc01",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 3,
        "vector_count": 12,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 3,
        "vector_count": 12,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        14,
        22,
        17,
        27,
        14
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-48690db81f88",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 3,
        "vector_count": 12,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 3,
        "vector_count": 12,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        14,
        22,
        17,
        27,
        14
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-c50dc7b7a04e",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 6,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 3,
        "vector_count": 12,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 20,
      "truth_assignment": [
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        14,
        22,
        17,
        27,
        14
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-36e82f6e0f08",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 3,
        "vector_count": 12,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 24,
      "truth_assignment": [
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        14,
        22,
        17,
        27,
        14
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-ed5bd2be688c",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 3,
        "vector_count": 12,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 24,
      "truth_assignment": [
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        14,
        22,
        17,
        27,
        14
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-64e89c9cf284",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 3,
        "vector_count": 12,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 3,
        "vector_count": 12,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        14,
        22,
        17,
        27,
        14
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-c223f0404c46",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 3,
        "vector_count": 12,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 3,
        "vector_count": 12,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        14,
        22,
        17,
        27,
        14
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-736c7ad58811",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 3,
        "vector_count": 12,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 3,
        "vector_count": 12,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        14,
        22,
        17,
        27,
        14
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-83379d98626c",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 3,
        "vector_count": 12,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 3,
        "vector_count": 12,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        14,
        22,
        17,
        27,
        14
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-9a7841b87c18",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "F",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 6,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 3,
        "vector_count": 12,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 20,
      "truth_assignment": [
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        14,
        22,
        17,
        27,
        14
      ],
      "uncertain_transfers": 4,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-3e52ae9351cc",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 76,
        "total": 76,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 76,
        "total": 76,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        14,
        23,
        27,
        26,
        12,
        20
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-ca237d9286ec",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 76,
        "total": 76,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 76,
        "total": 76,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        14,
        23,
        27,
        26,
        12,
        20
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-3459abfcd3f0",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 76,
        "total": 76,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 44,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        14,
        23,
        27,
        26,
        12,
        20
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-6ce4f0ff8777",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "F",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          1,
          2,
          2,
          2,
          2,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 14,
        "total": 14,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 76,
        "total": 76,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 62,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        14,
        23,
        27,
        26,
        12,
        20
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-800e2a7edcd3",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 76,
        "total": 76,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 76,
        "total": 76,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        14,
        23,
        27,
        26,
        12,
        20
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-2e3ef1d2b420",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 76,
        "total": 76,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 76,
        "total": 76,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        14,
        23,
        27,
        26,
        12,
        20
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-e250de6d4522",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 76,
        "total": 76,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 76,
        "total": 76,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        14,
        23,
        27,
        26,
        12,
        20
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-2ad52233d5db",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 76,
        "total": 76,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 72,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        14,
        23,
        27,
        26,
        12,
        20
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 2
    },
    {
      "bins": 6,
      "case_id": "case-6853d57a232c",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 36,
        "total": 36,
        "truth_depth": 3,
        "vector_count": 16,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 76,
        "total": 76,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 40,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        14,
        23,
        27,
        26,
        12,
        20
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-2ca209bcf523",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 36,
        "total": 36,
        "truth_depth": 3,
        "vector_count": 16,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 76,
        "total": 76,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 40,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        14,
        23,
        27,
        26,
        12,
        20
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-1499974af3a1",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        22,
        11,
        24,
        16,
        19
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-be3467d2b157",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 16,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        22,
        11,
        24,
        16,
        19
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-f5b3bb74b024",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        22,
        11,
        24,
        16,
        19
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-db3fc649e421",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        22,
        11,
        24,
        16,
        19
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-d8f83661ca10",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        22,
        11,
        24,
        16,
        19
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-7de81778008f",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        22,
        11,
        24,
        16,
        19
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-b5dea4e401f8",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        22,
        11,
        24,
        16,
        19
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-40c3da5717ea",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        22,
        11,
        24,
        16,
        19
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-838369c52447",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 32,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        22,
        11,
        24,
        16,
        19
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-b1051dfb07cd",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 4,
        "total": 4,
        "truth_depth": 1,
        "vector_count": 4,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 44,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        1
      ],
      "truth_final_vector": [
        17,
        22,
        11,
        24,
        16,
        19
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-511c2b1af392",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        21,
        15,
        12,
        25,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-7d25805f2985",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 80,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        21,
        15,
        12,
        25,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-970466961c47",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        21,
        15,
        12,
        25,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-d60250a1bf12",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 88,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        21,
        15,
        12,
        25,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-ef0e6738dcc9",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        21,
        15,
        12,
        25,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-837d416dd4bf",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        21,
        15,
        12,
        25,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-b7ca05062435",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        21,
        15,
        12,
        25,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-8fd652d8e649",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 80,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        21,
        15,
        12,
        25,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-e5981e82ae0b",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 3,
        "vector_count": 16,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 48,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        21,
        15,
        12,
        25,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-7b9b563cb8ff",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 3,
        "vector_count": 16,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 48,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        17,
        21,
        15,
        12,
        25,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-09242f3cd870",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 3,
        "vector_count": 24,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 3,
        "vector_count": 24,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        18,
        16,
        18,
        19,
        19,
        26
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-6963cc9e0047",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 3,
        "vector_count": 16,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 3,
        "vector_count": 24,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 24,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        18,
        16,
        18,
        19,
        19,
        26
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-d25274f269e0",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 3,
        "vector_count": 24,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 62,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        18,
        16,
        18,
        19,
        19,
        26
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 2
    },
    {
      "bins": 6,
      "case_id": "case-ab6656812abb",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 3,
        "vector_count": 24,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 3,
        "vector_count": 24,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        18,
        16,
        18,
        19,
        19,
        26
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-87315a8f9b65",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 3,
        "vector_count": 24,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 62,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        18,
        16,
        18,
        19,
        19,
        26
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 2
    },
    {
      "bins": 6,
      "case_id": "case-18b04654bf61",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 3,
        "vector_count": 16,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 3,
        "vector_count": 24,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 24,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        18,
        16,
        18,
        19,
        19,
        26
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-b8e2c3de1518",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 3,
        "vector_count": 24,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 3,
        "vector_count": 24,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        18,
        16,
        18,
        19,
        19,
        26
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-b1c4c1d9d311",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 3,
        "vector_count": 16,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 3,
        "vector_count": 24,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 24,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        18,
        16,
        18,
        19,
        19,
        26
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-aa7500846eea",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 3,
        "vector_count": 24,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 48,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        18,
        16,
        18,
        19,
        19,
        26
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-f52ee3d6effe",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          1,
          1,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 3,
        "vector_count": 24,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 44,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        18,
        16,
        18,
        19,
        19,
        26
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-a806177dfa72",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        25,
        26,
        13,
        23,
        29,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-338ac7aa519c",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 3,
        "vector_count": 16,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 48,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        25,
        26,
        13,
        23,
        29,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-df6ba58b1d2c",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        25,
        26,
        13,
        23,
        29,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-447f885e2843",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 80,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        25,
        26,
        13,
        23,
        29,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-e4b2e193aa6c",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 29,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 3,
        "vector_count": 8,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 76,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        25,
        26,
        13,
        23,
        29,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-02972f451f74",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 64,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        25,
        26,
        13,
        23,
        29,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-7cc12d9228dc",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 3,
        "vector_count": 16,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 56,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        25,
        26,
        13,
        23,
        29,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-c9247d34fba5",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 3,
        "vector_count": 16,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 56,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        25,
        26,
        13,
        23,
        29,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-a27a5c08b61d",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 80,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        25,
        26,
        13,
        23,
        29,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-5a012e641444",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        25,
        26,
        13,
        23,
        29,
        12
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-7d532c468284",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        13,
        14,
        17,
        16,
        22,
        24
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-c8cb530f4834",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 40,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        13,
        14,
        17,
        16,
        22,
        24
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-7093debf19eb",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": null,
        "realized_counts": [
          0
        ],
        "realized_max": 0,
        "realized_min": 0,
        "realized_sum": 0,
        "total": 0,
        "truth_depth": 0,
        "vector_count": 1,
        "worst": 0
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 72,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        13,
        14,
        17,
        16,
        22,
        24
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 3
    },
    {
      "bins": 6,
      "case_id": "case-e2a3e1156505",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 56,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        13,
        14,
        17,
        16,
        22,
        24
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-f50ed94c4c3d",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        13,
        14,
        17,
        16,
        22,
        24
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-5ac91305c9ae",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 36,
        "total": 36,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 36,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        13,
        14,
        17,
        16,
        22,
        24
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-21541356299d",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 40,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        13,
        14,
        17,
        16,
        22,
        24
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-7ca75928f62c",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        13,
        14,
        17,
        16,
        22,
        24
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-6de47eeb0186",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        13,
        14,
        17,
        16,
        22,
        24
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-a07d630fc220",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        13,
        14,
        17,
        16,
        22,
        24
      ],
      "uncertain_transfers": 5,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-cc7bc469de36",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        26,
        15,
        22,
        19,
        18,
        12
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-640fb27c8928",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 96,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        26,
        15,
        22,
        19,
        18,
        12
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-4633817f1390",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 176,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        26,
        15,
        22,
        19,
        18,
        12
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-071716c84c4d",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "F",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 76,
        "total": 76,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 116,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        26,
        15,
        22,
        19,
        18,
        12
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-04a3daaedfae",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 104,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        26,
        15,
        22,
        19,
        18,
        12
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-f4aecc92e9a2",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 152,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        26,
        15,
        22,
        19,
        18,
        12
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-4d8d211a227b",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 96,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        26,
        15,
        22,
        19,
        18,
        12
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-12c5edbdada5",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        26,
        15,
        22,
        19,
        18,
        12
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-b9db059cea07",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 152,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        26,
        15,
        22,
        19,
        18,
        12
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-26165a4ceed4",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 96,
      "truth_assignment": [
        0,
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        26,
        15,
        22,
        19,
        18,
        12
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-020e3f32dccf",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 204,
        "total": 204,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 204,
        "total": 204,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        20,
        20,
        25,
        26,
        25,
        16
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-ceb594803547",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 204,
        "total": 204,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 132,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        20,
        20,
        25,
        26,
        25,
        16
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-d94a10a42117",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "F",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 3,
        "vector_count": 8,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 204,
        "total": 204,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 184,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        20,
        20,
        25,
        26,
        25,
        16
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-3a4a8f6b0dc9",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 204,
        "total": 204,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 188,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        20,
        20,
        25,
        26,
        25,
        16
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 2
    },
    {
      "bins": 6,
      "case_id": "case-5028acd017b5",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 204,
        "total": 204,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 204,
        "total": 204,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        20,
        20,
        25,
        26,
        25,
        16
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-c742e32cbaf3",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 204,
        "total": 204,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 108,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        20,
        20,
        25,
        26,
        25,
        16
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-368c237c8819",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 204,
        "total": 204,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 188,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        20,
        20,
        25,
        26,
        25,
        16
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 2
    },
    {
      "bins": 6,
      "case_id": "case-522ec8e64996",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 204,
        "total": 204,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 116,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        20,
        20,
        25,
        26,
        25,
        16
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-7a9b794dee09",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 204,
        "total": 204,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 204,
        "total": 204,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        20,
        20,
        25,
        26,
        25,
        16
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-f7fc7f63ca1a",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 72,
        "total": 72,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 204,
        "total": 204,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 132,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "truth_final_vector": [
        20,
        20,
        25,
        26,
        25,
        16
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-2b949be50ceb",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          4,
          2,
          2,
          3,
          3,
          4,
          2,
          2,
          4,
          3,
          3,
          2,
          2,
          4,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          4,
          2,
          2,
          3,
          3,
          4,
          2,
          2,
          4,
          3,
          3,
          2,
          2,
          4,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 172,
        "total": 172,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          4,
          2,
          2,
          3,
          3,
          4,
          2,
          2,
          4,
          3,
          3,
          2,
          2,
          4,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          4,
          2,
          2,
          3,
          3,
          4,
          2,
          2,
          4,
          3,
          3,
          2,
          2,
          4,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 172,
        "total": 172,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        14,
        11,
        18,
        19,
        23,
        26
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-2fd7ebed6016",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          4,
          2,
          2,
          3,
          3,
          4,
          2,
          2,
          4,
          3,
          3,
          2,
          2,
          4,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          4,
          2,
          2,
          3,
          3,
          4,
          2,
          2,
          4,
          3,
          3,
          2,
          2,
          4,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 172,
        "total": 172,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 76,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        14,
        11,
        18,
        19,
        23,
        26
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-15d83146ae22",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 11,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 11,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 68,
        "total": 68,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          4,
          2,
          2,
          3,
          3,
          4,
          2,
          2,
          4,
          3,
          3,
          2,
          2,
          4,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          4,
          2,
          2,
          3,
          3,
          4,
          2,
          2,
          4,
          3,
          3,
          2,
          2,
          4,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 172,
        "total": 172,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 104,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        14,
        11,
        18,
        19,
        23,
        26
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-6a8d47a0c8cd",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          4,
          2,
          2,
          3,
          3,
          4,
          2,
          2,
          4,
          3,
          3,
          2,
          2,
          4,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          4,
          2,
          2,
          3,
          3,
          4,
          2,
          2,
          4,
          3,
          3,
          2,
          2,
          4,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 172,
        "total": 172,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 146,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        14,
        11,
        18,
        19,
        23,
        26
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-2da4e4d7f191",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          4,
          2,
          2,
          3,
          3,
          4,
          2,
          2,
          4,
          3,
          3,
          2,
          2,
          4,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          4,
          2,
          2,
          3,
          3,
          4,
          2,
          2,
          4,
          3,
          3,
          2,
          2,
          4,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 172,
        "total": 172,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 170,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        14,
        11,
        18,
        19,
        23,
        26
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 3
    },
    {
      "bins": 6,
      "case_id": "case-26588188f08d",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          1,
          2,
          1,
          1,
          2,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          4,
          2,
          2,
          3,
          3,
          4,
          2,
          2,
          4,
          3,
          3,
          2,
          2,
          4,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          4,
          2,
          2,
          3,
          3,
          4,
          2,
          2,
          4,
          3,
          3,
          2,
          2,
          4,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 172,
        "total": 172,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 160,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        14,
        11,
        18,
        19,
        23,
        26
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 2
    },
    {
      "bins": 6,
      "case_id": "case-427618c8aa02",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          4,
          2,
          2,
          3,
          3,
          4,
          2,
          2,
          4,
          3,
          3,
          2,
          2,
          4,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 86,
        "total": 86,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          4,
          2,
          2,
          3,
          3,
          4,
          2,
          2,
          4,
          3,
          3,
          2,
          2,
          4,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          4,
          2,
          2,
          3,
          3,
          4,
          2,
          2,
          4,
          3,
          3,
          2,
          2,
          4,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 172,
        "total": 172,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 86,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        14,
        11,
        18,
        19,
        23,
        26
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-0be833cd3ba2",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          1,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 26,
        "total": 26,
        "truth_depth": 2,
        "vector_count": 12,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          4,
          2,
          2,
          3,
          3,
          4,
          2,
          2,
          4,
          3,
          3,
          2,
          2,
          4,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          4,
          2,
          2,
          3,
          3,
          4,
          2,
          2,
          4,
          3,
          3,
          2,
          2,
          4,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 172,
        "total": 172,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 146,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        14,
        11,
        18,
        19,
        23,
        26
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-3fe08ecadca9",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 11,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 68,
        "total": 68,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          4,
          2,
          2,
          3,
          3,
          4,
          2,
          2,
          4,
          3,
          3,
          2,
          2,
          4,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          4,
          2,
          2,
          3,
          3,
          4,
          2,
          2,
          4,
          3,
          3,
          2,
          2,
          4,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 172,
        "total": 172,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 104,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        14,
        11,
        18,
        19,
        23,
        26
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-122570c38b24",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 10,
        "total": 10,
        "truth_depth": 2,
        "vector_count": 6,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          4,
          2,
          2,
          3,
          3,
          4,
          2,
          2,
          4,
          3,
          3,
          2,
          2,
          4,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          4,
          2,
          2,
          3,
          3,
          4,
          2,
          2,
          4,
          3,
          3,
          2,
          2,
          4,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 172,
        "total": 172,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 162,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        14,
        11,
        18,
        19,
        23,
        26
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 2
    },
    {
      "bins": 6,
      "case_id": "case-c25c861082ac",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 208,
        "total": 208,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 208,
        "total": 208,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        19,
        14,
        30,
        15,
        13,
        34
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-e3247b904428",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 30,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 20,
        "total": 20,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 208,
        "total": 208,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 188,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        19,
        14,
        30,
        15,
        13,
        34
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-63845434b647",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "F",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 208,
        "total": 208,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 112,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        19,
        14,
        30,
        15,
        13,
        34
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-4d9beabc5a0e",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 104,
        "total": 104,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 208,
        "total": 208,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 104,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        19,
        14,
        30,
        15,
        13,
        34
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-f8e066335fe6",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 3,
        "vector_count": 16,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 208,
        "total": 208,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 160,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        19,
        14,
        30,
        15,
        13,
        34
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-04067eb67435",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 208,
        "total": 208,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 112,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        19,
        14,
        30,
        15,
        13,
        34
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-435c3dcad3ce",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 208,
        "total": 208,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 192,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        19,
        14,
        30,
        15,
        13,
        34
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 2
    },
    {
      "bins": 6,
      "case_id": "case-8bfbd391c7e2",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 208,
        "total": 208,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 112,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        19,
        14,
        30,
        15,
        13,
        34
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-7e9a88a0d800",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 34,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 40,
        "total": 40,
        "truth_depth": 3,
        "vector_count": 16,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 208,
        "total": 208,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 168,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        19,
        14,
        30,
        15,
        13,
        34
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-8ff7aed5ecad",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 208,
        "total": 208,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 208,
        "total": 208,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        19,
        14,
        30,
        15,
        13,
        34
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-652b86ee72be",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        18,
        17,
        27,
        18,
        18
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-a8d35b4c7618",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 44,
        "total": 44,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 52,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        18,
        17,
        27,
        18,
        18
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-d703f6354fde",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        18,
        17,
        27,
        18,
        18
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-cad18c8c9559",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 44,
        "total": 44,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 52,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        18,
        17,
        27,
        18,
        18
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-764f6670ccb9",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 64,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        18,
        17,
        27,
        18,
        18
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-7fa9a68b5db3",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        18,
        17,
        27,
        18,
        18
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-0d389f818ee6",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 48,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        18,
        17,
        27,
        18,
        18
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-47dc3e58ab3a",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "F",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 64,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        18,
        17,
        27,
        18,
        18
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-2ffb46fd636e",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        18,
        17,
        27,
        18,
        18
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-920f1a869127",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "F",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          1,
          1,
          1,
          1,
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 6,
        "total": 6,
        "truth_depth": 1,
        "vector_count": 6,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 96,
        "total": 96,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 2
      },
      "strict_objective_advantage": true,
      "total_delta": 90,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        21,
        18,
        17,
        27,
        18,
        18
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-e68c16b1e56d",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 144,
        "total": 144,
        "truth_depth": 3,
        "vector_count": 48,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 144,
        "total": 144,
        "truth_depth": 3,
        "vector_count": 48,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        23,
        24,
        20,
        22,
        17,
        25
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-ada87fef25de",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 144,
        "total": 144,
        "truth_depth": 3,
        "vector_count": 48,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 96,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        23,
        24,
        20,
        22,
        17,
        25
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-75527662745b",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 144,
        "total": 144,
        "truth_depth": 3,
        "vector_count": 48,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 142,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        23,
        24,
        20,
        22,
        17,
        25
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 2
    },
    {
      "bins": 6,
      "case_id": "case-6c4cb03693a1",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 24,
        "total": 24,
        "truth_depth": 3,
        "vector_count": 8,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 144,
        "total": 144,
        "truth_depth": 3,
        "vector_count": 48,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 120,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        23,
        24,
        20,
        22,
        17,
        25
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-7b982c445373",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          1
        ],
        "realized_max": 1,
        "realized_min": 1,
        "realized_sum": 2,
        "total": 2,
        "truth_depth": 1,
        "vector_count": 2,
        "worst": 1
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 144,
        "total": 144,
        "truth_depth": 3,
        "vector_count": 48,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 142,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        23,
        24,
        20,
        22,
        17,
        25
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 2
    },
    {
      "bins": 6,
      "case_id": "case-066de5c5fcb5",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 144,
        "total": 144,
        "truth_depth": 3,
        "vector_count": 48,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 96,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        23,
        24,
        20,
        22,
        17,
        25
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-6c156c5b0d49",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 144,
        "total": 144,
        "truth_depth": 3,
        "vector_count": 48,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 128,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        23,
        24,
        20,
        22,
        17,
        25
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-090f0641cba1",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 144,
        "total": 144,
        "truth_depth": 3,
        "vector_count": 48,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 96,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        23,
        24,
        20,
        22,
        17,
        25
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-d06ec2f0f659",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 144,
        "total": 144,
        "truth_depth": 3,
        "vector_count": 48,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 96,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        23,
        24,
        20,
        22,
        17,
        25
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-87fe50e55f0f",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 144,
        "total": 144,
        "truth_depth": 3,
        "vector_count": 48,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 144,
        "total": 144,
        "truth_depth": 3,
        "vector_count": 48,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        23,
        24,
        20,
        22,
        17,
        25
      ],
      "uncertain_transfers": 6,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-3efd204f3c37",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 416,
        "total": 416,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 416,
        "total": 416,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        22,
        25,
        26,
        26,
        19,
        22
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-8cf7c2211868",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 416,
        "total": 416,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 416,
        "total": 416,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        22,
        25,
        26,
        26,
        19,
        22
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-f633c2604931",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "F",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 416,
        "total": 416,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 384,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        22,
        25,
        26,
        26,
        19,
        22
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 2
    },
    {
      "bins": 6,
      "case_id": "case-19b977526223",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          2,
          2,
          3,
          1,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          1,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 1,
        "realized_sum": 78,
        "total": 78,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 416,
        "total": 416,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 338,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        22,
        25,
        26,
        26,
        19,
        22
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-63b75dd4837b",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 80,
        "total": 80,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 416,
        "total": 416,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 336,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        22,
        25,
        26,
        26,
        19,
        22
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-dd7d8f91a4b8",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 208,
        "total": 208,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 416,
        "total": 416,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 208,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        22,
        25,
        26,
        26,
        19,
        22
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-5cfdd9a7ce17",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 16,
        "total": 16,
        "truth_depth": 2,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 416,
        "total": 416,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 400,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        22,
        25,
        26,
        26,
        19,
        22
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 2
    },
    {
      "bins": 6,
      "case_id": "case-587225cf8140",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 416,
        "total": 416,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 416,
        "total": 416,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        22,
        25,
        26,
        26,
        19,
        22
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-a063fdc63a0a",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          2,
          1,
          2,
          1,
          1,
          2,
          1,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 12,
        "total": 12,
        "truth_depth": 1,
        "vector_count": 8,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 416,
        "total": 416,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 404,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        22,
        25,
        26,
        26,
        19,
        22
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 2
    },
    {
      "bins": 6,
      "case_id": "case-97533c8ebfd1",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 160,
        "total": 160,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          2,
          4,
          2,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4,
          4,
          3,
          4,
          3,
          2,
          4,
          2,
          4
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 416,
        "total": 416,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 256,
      "truth_assignment": [
        1,
        1,
        1,
        0,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        22,
        25,
        26,
        26,
        19,
        22
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-e716903df431",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 408,
        "total": 408,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 408,
        "total": 408,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        21,
        16,
        22,
        25,
        15,
        23
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-e94da8a8c0ce",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 52,
        "total": 52,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 408,
        "total": 408,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 356,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        21,
        16,
        22,
        25,
        15,
        23
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-bc7e5b9e9fa4",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 38,
        "total": 38,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 408,
        "total": 408,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 370,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        21,
        16,
        22,
        25,
        15,
        23
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-48e908279d41",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 408,
        "total": 408,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 408,
        "total": 408,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        21,
        16,
        22,
        25,
        15,
        23
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-976c99f47e8d",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 164,
        "total": 164,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 408,
        "total": 408,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 244,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        21,
        16,
        22,
        25,
        15,
        23
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-352018a0ab33",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          2,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          2,
          3,
          3,
          3,
          3,
          2,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          2
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 98,
        "total": 98,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 4
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 408,
        "total": 408,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 310,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        21,
        16,
        22,
        25,
        15,
        23
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-f56db2703463",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 204,
        "total": 204,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 408,
        "total": 408,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 204,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        21,
        16,
        22,
        25,
        15,
        23
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-16c37019e239",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 408,
        "total": 408,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 408,
        "total": 408,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        21,
        16,
        22,
        25,
        15,
        23
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-928a1e5f3623",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 76,
        "total": 76,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 408,
        "total": 408,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 332,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        21,
        16,
        22,
        25,
        15,
        23
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-db67d9e15c9c",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 408,
        "total": 408,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 408,
        "total": 408,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        1,
        1,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        21,
        16,
        22,
        25,
        15,
        23
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-185d1b0a639b",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 392,
        "total": 392,
        "truth_depth": 3,
        "vector_count": 112,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 392,
        "total": 392,
        "truth_depth": 3,
        "vector_count": 112,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        22,
        25,
        27,
        19,
        28,
        13
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-733a1bde430a",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 392,
        "total": 392,
        "truth_depth": 3,
        "vector_count": 112,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 392,
        "total": 392,
        "truth_depth": 3,
        "vector_count": 112,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        22,
        25,
        27,
        19,
        28,
        13
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-79f332db6eca",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 104,
        "total": 104,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 4
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 392,
        "total": 392,
        "truth_depth": 3,
        "vector_count": 112,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 288,
      "truth_assignment": [
        0,
        0,
        0,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        22,
        25,
        27,
        19,
        28,
        13
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-37a1ec18bb11",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 28,
        "total": 28,
        "truth_depth": 2,
        "vector_count": 14,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 392,
        "total": 392,
        "truth_depth": 3,
        "vector_count": 112,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 364,
      "truth_assignment": [
        0,
        0,
        0,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        22,
        25,
        27,
        19,
        28,
        13
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 2
    },
    {
      "bins": 6,
      "case_id": "case-d0a67b109de4",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 392,
        "total": 392,
        "truth_depth": 3,
        "vector_count": 112,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 392,
        "total": 392,
        "truth_depth": 3,
        "vector_count": 112,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        22,
        25,
        27,
        19,
        28,
        13
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-955fd8e44723",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 84,
        "total": 84,
        "truth_depth": 3,
        "vector_count": 28,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 392,
        "total": 392,
        "truth_depth": 3,
        "vector_count": 112,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 308,
      "truth_assignment": [
        0,
        0,
        0,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        22,
        25,
        27,
        19,
        28,
        13
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-cccd7266d06a",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 84,
        "total": 84,
        "truth_depth": 3,
        "vector_count": 28,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 392,
        "total": 392,
        "truth_depth": 3,
        "vector_count": 112,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 308,
      "truth_assignment": [
        0,
        0,
        0,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        22,
        25,
        27,
        19,
        28,
        13
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-e05479273bba",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 28,
        "total": 28,
        "truth_depth": 2,
        "vector_count": 14,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 392,
        "total": 392,
        "truth_depth": 3,
        "vector_count": 112,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 364,
      "truth_assignment": [
        0,
        0,
        0,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        22,
        25,
        27,
        19,
        28,
        13
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 2
    },
    {
      "bins": 6,
      "case_id": "case-69d14ebe75a7",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "F",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 80,
        "total": 80,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 392,
        "total": 392,
        "truth_depth": 3,
        "vector_count": 112,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 312,
      "truth_assignment": [
        0,
        0,
        0,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        22,
        25,
        27,
        19,
        28,
        13
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-f44dc87e6305",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 16,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 392,
        "total": 392,
        "truth_depth": 3,
        "vector_count": 112,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 392,
        "total": 392,
        "truth_depth": 3,
        "vector_count": 112,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        1,
        0,
        1,
        0
      ],
      "truth_final_vector": [
        22,
        25,
        27,
        19,
        28,
        13
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-c7e271f274b4",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 234,
        "total": 234,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 234,
        "total": 234,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        15,
        7,
        28,
        16,
        26,
        13
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-d767099d536b",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          3,
          2,
          2,
          3,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 56,
        "total": 56,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 234,
        "total": 234,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 178,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        15,
        7,
        28,
        16,
        26,
        13
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-867ef00a7fbd",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 112,
        "total": 112,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 234,
        "total": 234,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 122,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        15,
        7,
        28,
        16,
        26,
        13
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-be6cc64d4d33",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 112,
        "total": 112,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 234,
        "total": 234,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 122,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        15,
        7,
        28,
        16,
        26,
        13
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-b8bda3aa4d7b",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 234,
        "total": 234,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 234,
        "total": 234,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        15,
        7,
        28,
        16,
        26,
        13
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-f4be998f9d18",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 7,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 8,
        "total": 8,
        "truth_depth": 2,
        "vector_count": 4,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 234,
        "total": 234,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 226,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        15,
        7,
        28,
        16,
        26,
        13
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-df9c562b1afc",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 234,
        "total": 234,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 234,
        "total": 234,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        15,
        7,
        28,
        16,
        26,
        13
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-3294e5e66ea6",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 10,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 150,
        "total": 150,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 234,
        "total": 234,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 84,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        15,
        7,
        28,
        16,
        26,
        13
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-605965efb653",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 234,
        "total": 234,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 234,
        "total": 234,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        15,
        7,
        28,
        16,
        26,
        13
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-9d3a5f3fba6b",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 7,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 66,
        "total": 66,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 234,
        "total": 234,
        "truth_depth": 2,
        "vector_count": 96,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 168,
      "truth_assignment": [
        1,
        0,
        0,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        15,
        7,
        28,
        16,
        26,
        13
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-f9c5bb261926",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        21,
        10,
        22,
        26,
        23,
        16
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-41139485b46b",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        21,
        10,
        22,
        26,
        23,
        16
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-5d8752d81030",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 84,
        "total": 84,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 300,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        21,
        10,
        22,
        26,
        23,
        16
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-19af1eaaffb4",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 320,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        21,
        10,
        22,
        26,
        23,
        16
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-5ea4a74a39d0",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 11,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 192,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        21,
        10,
        22,
        26,
        23,
        16
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-63c4dffbba01",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 84,
        "total": 84,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 300,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        21,
        10,
        22,
        26,
        23,
        16
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-c769119be71b",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 320,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        21,
        10,
        22,
        26,
        23,
        16
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-67094104c256",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 11,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 192,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        21,
        10,
        22,
        26,
        23,
        16
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-8001605f6838",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-71",
          "quantity": 22,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 320,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        21,
        10,
        22,
        26,
        23,
        16
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-4783571e3364",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 168,
        "total": 168,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 216,
      "truth_assignment": [
        1,
        1,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        21,
        10,
        22,
        26,
        23,
        16
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-1e91523f176a",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 324,
        "total": 324,
        "truth_depth": 3,
        "vector_count": 112,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 324,
        "total": 324,
        "truth_depth": 3,
        "vector_count": 112,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        30,
        26,
        18,
        18,
        24
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-95d43b24c126",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 324,
        "total": 324,
        "truth_depth": 3,
        "vector_count": 112,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 292,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        30,
        26,
        18,
        18,
        24
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-80e528789c3c",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 30,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 46,
        "total": 46,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 324,
        "total": 324,
        "truth_depth": 3,
        "vector_count": 112,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 278,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        30,
        26,
        18,
        18,
        24
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-28a11697e6b0",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 68,
        "total": 68,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 324,
        "total": 324,
        "truth_depth": 3,
        "vector_count": 112,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 256,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        30,
        26,
        18,
        18,
        24
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-b4088d7aff7a",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          3,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          2,
          3,
          2,
          3,
          3,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 132,
        "total": 132,
        "truth_depth": 2,
        "vector_count": 56,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 324,
        "total": 324,
        "truth_depth": 3,
        "vector_count": 112,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 192,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        30,
        26,
        18,
        18,
        24
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-5ad73e83cef9",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 324,
        "total": 324,
        "truth_depth": 3,
        "vector_count": 112,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 324,
        "total": 324,
        "truth_depth": 3,
        "vector_count": 112,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        30,
        26,
        18,
        18,
        24
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-be0957acf780",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 324,
        "total": 324,
        "truth_depth": 3,
        "vector_count": 112,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 324,
        "total": 324,
        "truth_depth": 3,
        "vector_count": 112,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        30,
        26,
        18,
        18,
        24
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-49ecf57ffdcb",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 26,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 324,
        "total": 324,
        "truth_depth": 3,
        "vector_count": 112,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 324,
        "total": 324,
        "truth_depth": 3,
        "vector_count": 112,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        30,
        26,
        18,
        18,
        24
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-525cf7b8fc92",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 324,
        "total": 324,
        "truth_depth": 3,
        "vector_count": 112,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 324,
        "total": 324,
        "truth_depth": 3,
        "vector_count": 112,
        "worst": 3
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        30,
        26,
        18,
        18,
        24
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-7cbaf9884879",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 48,
        "total": 48,
        "truth_depth": 2,
        "vector_count": 24,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 324,
        "total": 324,
        "truth_depth": 3,
        "vector_count": 112,
        "worst": 3
      },
      "strict_objective_advantage": true,
      "total_delta": 276,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        26,
        30,
        26,
        18,
        18,
        24
      ],
      "uncertain_transfers": 7,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-a5e76611ae69",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        15,
        15,
        24,
        12,
        12,
        17
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-f2f920362e3d",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 128,
        "total": 128,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 672,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        15,
        15,
        24,
        12,
        12,
        17
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-80e930441e98",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 736,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        15,
        15,
        24,
        12,
        12,
        17
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 2
    },
    {
      "bins": 6,
      "case_id": "case-85c9360f140f",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 736,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        15,
        15,
        24,
        12,
        12,
        17
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 2
    },
    {
      "bins": 6,
      "case_id": "case-4ef8ecc2d3ed",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 608,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        15,
        15,
        24,
        12,
        12,
        17
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-0f58df32bda2",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 128,
        "total": 128,
        "truth_depth": 2,
        "vector_count": 48,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 672,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        15,
        15,
        24,
        12,
        12,
        17
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-50250118b1aa",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 736,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        15,
        15,
        24,
        12,
        12,
        17
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 2
    },
    {
      "bins": 6,
      "case_id": "case-8fb54410320a",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-61",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 336,
        "total": 336,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 464,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        15,
        15,
        24,
        12,
        12,
        17
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-8b176d81d96d",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        15,
        15,
        24,
        12,
        12,
        17
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-9967a2938c97",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 24,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 32,
        "total": 32,
        "truth_depth": 2,
        "vector_count": 16,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 768,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        0,
        1,
        0,
        1
      ],
      "truth_final_vector": [
        15,
        15,
        24,
        12,
        12,
        17
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 2
    },
    {
      "bins": 6,
      "case_id": "case-0efd7dff0c17",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        28,
        35,
        29,
        9,
        20,
        15
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-f3ee855b85b2",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 616,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        28,
        35,
        29,
        9,
        20,
        15
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-5577ff3c1286",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 88,
        "total": 88,
        "truth_depth": 3,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 712,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        28,
        35,
        29,
        9,
        20,
        15
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-8df208655d66",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "F",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-21",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 416,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        28,
        35,
        29,
        9,
        20,
        15
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-cf2fcafb23c3",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 29,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 80,
        "total": 80,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 720,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        28,
        35,
        29,
        9,
        20,
        15
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-a68bbeb0f88d",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        28,
        35,
        29,
        9,
        20,
        15
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-c563bf5524c5",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 9,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 148,
        "total": 148,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 652,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        28,
        35,
        29,
        9,
        20,
        15
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-24e5a04c4453",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 35,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          1,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          1
        ],
        "realized_max": 2,
        "realized_min": 1,
        "realized_sum": 62,
        "total": 62,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 738,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        28,
        35,
        29,
        9,
        20,
        15
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 2
    },
    {
      "bins": 6,
      "case_id": "case-2dd8c24d663c",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 376,
        "total": 376,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 424,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        28,
        35,
        29,
        9,
        20,
        15
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-29d9e38a98c4",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 616,
      "truth_assignment": [
        0,
        1,
        0,
        1,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        28,
        35,
        29,
        9,
        20,
        15
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-97b7de7a199c",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 748,
        "total": 748,
        "truth_depth": 3,
        "vector_count": 240,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 748,
        "total": 748,
        "truth_depth": 3,
        "vector_count": 240,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        28,
        14,
        21,
        17,
        27,
        14
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-084e0731cb20",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 360,
        "total": 360,
        "truth_depth": 3,
        "vector_count": 120,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 748,
        "total": 748,
        "truth_depth": 3,
        "vector_count": 240,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 388,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        28,
        14,
        21,
        17,
        27,
        14
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-201ac0123141",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "F",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 66,
        "total": 66,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 748,
        "total": 748,
        "truth_depth": 3,
        "vector_count": 240,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 682,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        28,
        14,
        21,
        17,
        27,
        14
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-3cc9cbfd1845",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 748,
        "total": 748,
        "truth_depth": 3,
        "vector_count": 240,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 748,
        "total": 748,
        "truth_depth": 3,
        "vector_count": 240,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        28,
        14,
        21,
        17,
        27,
        14
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-57fe1bfcdd8d",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 68,
        "total": 68,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 748,
        "total": 748,
        "truth_depth": 3,
        "vector_count": 240,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 680,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        28,
        14,
        21,
        17,
        27,
        14
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-a3defbb4a0eb",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          3,
          2,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 322,
        "total": 322,
        "truth_depth": 3,
        "vector_count": 120,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 748,
        "total": 748,
        "truth_depth": 3,
        "vector_count": 240,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 426,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        28,
        14,
        21,
        17,
        27,
        14
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-c071b0514a62",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "B",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 162,
        "total": 162,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 748,
        "total": 748,
        "truth_depth": 3,
        "vector_count": 240,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 586,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        28,
        14,
        21,
        17,
        27,
        14
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-f84751bf7087",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 14,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 194,
        "total": 194,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 748,
        "total": 748,
        "truth_depth": 3,
        "vector_count": 240,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 554,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        28,
        14,
        21,
        17,
        27,
        14
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-2e2cf7c6c7a3",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 21,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 360,
        "total": 360,
        "truth_depth": 3,
        "vector_count": 120,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 748,
        "total": 748,
        "truth_depth": 3,
        "vector_count": 240,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 388,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        28,
        14,
        21,
        17,
        27,
        14
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-886a4c89ac49",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 748,
        "total": 748,
        "truth_depth": 3,
        "vector_count": 240,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 748,
        "total": 748,
        "truth_depth": 3,
        "vector_count": 240,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        1,
        0,
        0,
        0,
        1,
        0,
        0
      ],
      "truth_final_vector": [
        28,
        14,
        21,
        17,
        27,
        14
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-874675588c19",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        28,
        20,
        25,
        18,
        25,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-9f059f51e57c",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        28,
        20,
        25,
        18,
        25,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-aebcaf572d56",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "E",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 736,
      "truth_assignment": [
        1,
        0,
        0,
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        28,
        20,
        25,
        18,
        25,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 2
    },
    {
      "bins": 6,
      "case_id": "case-002a80380d9a",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 416,
      "truth_assignment": [
        1,
        0,
        0,
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        28,
        20,
        25,
        18,
        25,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-7c742e95e2a0",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        28,
        20,
        25,
        18,
        25,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-ba4d46666294",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 736,
      "truth_assignment": [
        1,
        0,
        0,
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        28,
        20,
        25,
        18,
        25,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 2
    },
    {
      "bins": 6,
      "case_id": "case-9eb477c0a302",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        28,
        20,
        25,
        18,
        25,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-34ac31d115e4",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        1,
        0,
        0,
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        28,
        20,
        25,
        18,
        25,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-e4a1c2aaef60",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 192,
        "total": 192,
        "truth_depth": 3,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 608,
      "truth_assignment": [
        1,
        0,
        0,
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        28,
        20,
        25,
        18,
        25,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-d3af5b95f514",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 25,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          4,
          4,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 736,
      "truth_assignment": [
        1,
        0,
        0,
        0,
        1,
        0,
        1,
        1
      ],
      "truth_final_vector": [
        28,
        20,
        25,
        18,
        25,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 2
    },
    {
      "bins": 6,
      "case_id": "case-c956e1b502f2",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        19,
        21,
        28,
        23,
        12,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-d192dcfe5860",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 416,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        19,
        21,
        28,
        23,
        12,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-8549eaf72fc9",
      "historical_observations": [
        {
          "bin": "B",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2,
          2
        ],
        "realized_max": 2,
        "realized_min": 2,
        "realized_sum": 64,
        "total": 64,
        "truth_depth": 2,
        "vector_count": 32,
        "worst": 2
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 736,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        19,
        21,
        28,
        23,
        12,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 2
    },
    {
      "bins": 6,
      "case_id": "case-8e1af96d6317",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        19,
        21,
        28,
        23,
        12,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-99a812b8c813",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 28,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        19,
        21,
        28,
        23,
        12,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-646af1994b55",
      "historical_observations": [
        {
          "bin": "D",
          "boundary": 5,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 4,
        "realized_counts": [
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          3,
          3,
          3,
          2,
          2,
          2,
          2,
          3,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 160,
        "total": 160,
        "truth_depth": 2,
        "vector_count": 64,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 640,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        19,
        21,
        28,
        23,
        12,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-454ea4d12cf0",
      "historical_observations": [
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "A",
          "boundary": 3,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-51",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 416,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        19,
        21,
        28,
        23,
        12,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-344f9ccb5c5b",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 7,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 2,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 416,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        19,
        21,
        28,
        23,
        12,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-63ad70631033",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 13,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        19,
        21,
        28,
        23,
        12,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-8c442dcac033",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-81",
          "quantity": 27,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 3,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 3,
        "realized_min": 3,
        "realized_sum": 384,
        "total": 384,
        "truth_depth": 3,
        "vector_count": 128,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 3,
        "realized_counts": [
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 800,
        "total": 800,
        "truth_depth": 3,
        "vector_count": 256,
        "worst": 4
      },
      "strict_objective_advantage": true,
      "total_delta": 416,
      "truth_assignment": [
        0,
        0,
        0,
        0,
        1,
        1,
        1,
        1
      ],
      "truth_final_vector": [
        19,
        21,
        28,
        23,
        12,
        19
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-24712e3ea83b",
      "historical_observations": [],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          3,
          5,
          3,
          3,
          3,
          4,
          4,
          4,
          5,
          4,
          5,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          5,
          4,
          5,
          4,
          4,
          4,
          3,
          3,
          3,
          5,
          3,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4
        ],
        "realized_max": 5,
        "realized_min": 3,
        "realized_sum": 668,
        "total": 668,
        "truth_depth": 5,
        "vector_count": 168,
        "worst": 5
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          3,
          5,
          3,
          3,
          3,
          4,
          4,
          4,
          5,
          4,
          5,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          5,
          4,
          5,
          4,
          4,
          4,
          3,
          3,
          3,
          5,
          3,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4
        ],
        "realized_max": 5,
        "realized_min": 3,
        "realized_sum": 668,
        "total": 668,
        "truth_depth": 5,
        "vector_count": 168,
        "worst": 5
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        17,
        31,
        22,
        20,
        15,
        12
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-21eb18c515b2",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-0",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          3,
          5,
          3,
          3,
          3,
          4,
          4,
          4,
          5,
          4,
          5,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          5,
          4,
          5,
          4,
          4,
          4,
          3,
          3,
          3,
          5,
          3,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4
        ],
        "realized_max": 5,
        "realized_min": 3,
        "realized_sum": 668,
        "total": 668,
        "truth_depth": 5,
        "vector_count": 168,
        "worst": 5
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          3,
          5,
          3,
          3,
          3,
          4,
          4,
          4,
          5,
          4,
          5,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          5,
          4,
          5,
          4,
          4,
          4,
          3,
          3,
          3,
          5,
          3,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4
        ],
        "realized_max": 5,
        "realized_min": 3,
        "realized_sum": 668,
        "total": 668,
        "truth_depth": 5,
        "vector_count": 168,
        "worst": 5
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        17,
        31,
        22,
        20,
        15,
        12
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-8086673a7cd1",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-10",
          "quantity": 18,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 0,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-11",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 156,
        "total": 156,
        "truth_depth": 4,
        "vector_count": 42,
        "worst": 4
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          3,
          5,
          3,
          3,
          3,
          4,
          4,
          4,
          5,
          4,
          5,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          5,
          4,
          5,
          4,
          4,
          4,
          3,
          3,
          3,
          5,
          3,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4
        ],
        "realized_max": 5,
        "realized_min": 3,
        "realized_sum": 668,
        "total": 668,
        "truth_depth": 5,
        "vector_count": 168,
        "worst": 5
      },
      "strict_objective_advantage": true,
      "total_delta": 512,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        17,
        31,
        22,
        20,
        15,
        12
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-50bc60449b37",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-20",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          3,
          5,
          3,
          3,
          3,
          4,
          4,
          4,
          5,
          4,
          5,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          5,
          4,
          5,
          4,
          4,
          4,
          3,
          3,
          3,
          5,
          3,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4
        ],
        "realized_max": 5,
        "realized_min": 3,
        "realized_sum": 668,
        "total": 668,
        "truth_depth": 5,
        "vector_count": 168,
        "worst": 5
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          3,
          5,
          3,
          3,
          3,
          4,
          4,
          4,
          5,
          4,
          5,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          5,
          4,
          5,
          4,
          4,
          4,
          3,
          3,
          3,
          5,
          3,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4
        ],
        "realized_max": 5,
        "realized_min": 3,
        "realized_sum": 668,
        "total": 668,
        "truth_depth": 5,
        "vector_count": 168,
        "worst": 5
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        17,
        31,
        22,
        20,
        15,
        12
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-533af5ad283a",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 1,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-30",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "C",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-31",
          "quantity": 19,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          3,
          5,
          3,
          3,
          3,
          4,
          4,
          4,
          5,
          4,
          5,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          5,
          4,
          5,
          4,
          4,
          4,
          3,
          3,
          3,
          5,
          3,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4
        ],
        "realized_max": 5,
        "realized_min": 3,
        "realized_sum": 668,
        "total": 668,
        "truth_depth": 5,
        "vector_count": 168,
        "worst": 5
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          3,
          5,
          3,
          3,
          3,
          4,
          4,
          4,
          5,
          4,
          5,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          5,
          4,
          5,
          4,
          4,
          4,
          3,
          3,
          3,
          5,
          3,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4
        ],
        "realized_max": 5,
        "realized_min": 3,
        "realized_sum": 668,
        "total": 668,
        "truth_depth": 5,
        "vector_count": 168,
        "worst": 5
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        17,
        31,
        22,
        20,
        15,
        12
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    },
    {
      "bins": 6,
      "case_id": "case-7cad0dd752b8",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 6,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-40",
          "quantity": 17,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        },
        {
          "bin": "D",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-41",
          "quantity": 20,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          2,
          2,
          3,
          2,
          2,
          3,
          3,
          2,
          2,
          3,
          2,
          2
        ],
        "realized_max": 3,
        "realized_min": 2,
        "realized_sum": 28,
        "total": 28,
        "truth_depth": 3,
        "vector_count": 12,
        "worst": 3
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          3,
          5,
          3,
          3,
          3,
          4,
          4,
          4,
          5,
          4,
          5,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          5,
          4,
          5,
          4,
          4,
          4,
          3,
          3,
          3,
          5,
          3,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4
        ],
        "realized_max": 5,
        "realized_min": 3,
        "realized_sum": 668,
        "total": 668,
        "truth_depth": 5,
        "vector_count": 168,
        "worst": 5
      },
      "strict_objective_advantage": true,
      "total_delta": 640,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        17,
        31,
        22,
        20,
        15,
        12
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 2
    },
    {
      "bins": 6,
      "case_id": "case-f9ad8877b12c",
      "historical_observations": [
        {
          "bin": "E",
          "boundary": 4,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-50",
          "quantity": 15,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          3,
          3,
          4,
          3,
          3,
          4,
          4,
          2,
          3,
          4,
          2,
          3,
          2,
          3,
          4,
          3,
          3,
          4,
          4,
          4,
          3,
          3,
          4,
          4,
          4,
          3,
          3,
          4,
          3,
          2,
          3,
          2,
          4,
          3,
          2,
          4,
          4,
          3,
          3,
          4,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 2,
        "realized_sum": 136,
        "total": 136,
        "truth_depth": 4,
        "vector_count": 42,
        "worst": 4
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          3,
          5,
          3,
          3,
          3,
          4,
          4,
          4,
          5,
          4,
          5,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          5,
          4,
          5,
          4,
          4,
          4,
          3,
          3,
          3,
          5,
          3,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4
        ],
        "realized_max": 5,
        "realized_min": 3,
        "realized_sum": 668,
        "total": 668,
        "truth_depth": 5,
        "vector_count": 168,
        "worst": 5
      },
      "strict_objective_advantage": true,
      "total_delta": 532,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        17,
        31,
        22,
        20,
        15,
        12
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-667ac8aceba6",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-60",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 4,
        "vector_count": 56,
        "worst": 4
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          3,
          5,
          3,
          3,
          3,
          4,
          4,
          4,
          5,
          4,
          5,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          5,
          4,
          5,
          4,
          4,
          4,
          3,
          3,
          3,
          5,
          3,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4
        ],
        "realized_max": 5,
        "realized_min": 3,
        "realized_sum": 668,
        "total": 668,
        "truth_depth": 5,
        "vector_count": 168,
        "worst": 5
      },
      "strict_objective_advantage": true,
      "total_delta": 484,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        17,
        31,
        22,
        20,
        15,
        12
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-3f2f193ade82",
      "historical_observations": [
        {
          "bin": "F",
          "boundary": 8,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-70",
          "quantity": 12,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 0,
        "realized_counts": [
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          4,
          4,
          4,
          4,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3
        ],
        "realized_max": 4,
        "realized_min": 3,
        "realized_sum": 184,
        "total": 184,
        "truth_depth": 4,
        "vector_count": 56,
        "worst": 4
      },
      "memory_changes_first_action": true,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          3,
          5,
          3,
          3,
          3,
          4,
          4,
          4,
          5,
          4,
          5,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          5,
          4,
          5,
          4,
          4,
          4,
          3,
          3,
          3,
          5,
          3,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4
        ],
        "realized_max": 5,
        "realized_min": 3,
        "realized_sum": 668,
        "total": 668,
        "truth_depth": 5,
        "vector_count": 168,
        "worst": 5
      },
      "strict_objective_advantage": true,
      "total_delta": 484,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        17,
        31,
        22,
        20,
        15,
        12
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 1
    },
    {
      "bins": 6,
      "case_id": "case-711bcb5fb785",
      "historical_observations": [
        {
          "bin": "A",
          "boundary": 2,
          "boundary_source": "Generated closed movement window",
          "captured_at": "2026-09-06T00:00:00Z",
          "freeze_id": null,
          "observation_id": "history-80",
          "quantity": 23,
          "reason": null,
          "source": "synthetic benchmark generator",
          "supersedes": null,
          "task_id": null
        }
      ],
      "kind": "supported",
      "memory_aware": {
        "first_action": 1,
        "realized_counts": [
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          3,
          5,
          3,
          3,
          3,
          4,
          4,
          4,
          5,
          4,
          5,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          5,
          4,
          5,
          4,
          4,
          4,
          3,
          3,
          3,
          5,
          3,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4
        ],
        "realized_max": 5,
        "realized_min": 3,
        "realized_sum": 668,
        "total": 668,
        "truth_depth": 5,
        "vector_count": 168,
        "worst": 5
      },
      "memory_changes_first_action": false,
      "no_memory": {
        "first_action": 1,
        "realized_counts": [
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          3,
          5,
          3,
          3,
          3,
          4,
          4,
          4,
          5,
          4,
          5,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          4,
          4,
          3,
          3,
          3,
          3,
          3,
          3,
          5,
          4,
          5,
          4,
          4,
          4,
          3,
          3,
          3,
          5,
          3,
          5,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          5,
          4,
          5,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4,
          4
        ],
        "realized_max": 5,
        "realized_min": 3,
        "realized_sum": 668,
        "total": 668,
        "truth_depth": 5,
        "vector_count": 168,
        "worst": 5
      },
      "strict_objective_advantage": false,
      "total_delta": 0,
      "truth_assignment": [
        0,
        0,
        1,
        1,
        1,
        1,
        1,
        0
      ],
      "truth_final_vector": [
        17,
        31,
        22,
        20,
        15,
        12
      ],
      "uncertain_transfers": 8,
      "worst_depth_delta": 0
    }
  ]
}
