{
  "aggregates": {
    "paired": {
      "entroly_only_final_exact": 6,
      "external_adapter_only_final_exact": 0,
      "mcnemar_exact_p": 0.03125
    },
    "systems": {
      "entroly": {
        "active_exact": 0,
        "active_exact_accuracy": 0.0,
        "errors": 0,
        "final_exact": 24,
        "final_exact_accuracy": 1.0,
        "mean_active_token_ratio": 0.183115,
        "mean_effective_token_ratio": 0.288781,
        "retrieval_successes": 24,
        "retrieval_triggers": 24,
        "trials": 24
      },
      "external_adapter": {
        "active_exact": 18,
        "active_exact_accuracy": 0.75,
        "errors": 0,
        "final_exact": 18,
        "final_exact_accuracy": 0.75,
        "mean_active_token_ratio": 0.429722,
        "mean_effective_token_ratio": 0.429722,
        "retrieval_successes": 0,
        "retrieval_triggers": 0,
        "trials": 24
      }
    },
    "trials": 24
  },
  "environment": {
    "base_url": "http://127.0.0.1:11434",
    "model": {
      "details": {
        "families": [
          "qwen2"
        ],
        "family": "qwen2",
        "format": "gguf",
        "parameter_size": "1.5B",
        "parent_model": "",
        "quantization_level": "Q4_K_M"
      },
      "digest": "65ec06548149b04c096a120e4a6da9d4017ea809c91734ea5631e89f96ddc57b",
      "name": "qwen2.5:1.5b",
      "show_sha256": "f5d72da72ffe232d07707260001e7b67a01dfd4f56a25b14ccee98bc2920a51d",
      "size": 986061892
    },
    "platform": "Windows-10-10.0.26200-SP0",
    "python": "3.10.0"
  },
  "fixtures": [
    {
      "compression_query": "Find initial auth incident INC-0727-000, its latency, and failure status.",
      "content": "[\n  {\n    \"audit_case\": \"CASE-ORD-0000\",\n    \"latency_ms\": 20,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0000-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0001\",\n    \"latency_ms\": 37,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0001-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0002\",\n    \"latency_ms\": 54,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0002-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0003\",\n    \"latency_ms\": 71,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0003-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0004\",\n    \"latency_ms\": 88,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0004-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0005\",\n    \"latency_ms\": 22,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0005-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0006\",\n    \"latency_ms\": 39,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0006-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0007\",\n    \"latency_ms\": 56,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0007-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0008\",\n    \"latency_ms\": 73,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0008-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0009\",\n    \"latency_ms\": 90,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0009-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0010\",\n    \"latency_ms\": 24,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0010-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0011\",\n    \"latency_ms\": 41,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0011-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0012\",\n    \"latency_ms\": 58,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0012-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0013\",\n    \"latency_ms\": 75,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0013-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0014\",\n    \"latency_ms\": 92,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0014-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-0727-000\",\n    \"latency_ms\": 26,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-125258743 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-125258743\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0016\",\n    \"latency_ms\": 43,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0016-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0017\",\n    \"latency_ms\": 60,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0017-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0018\",\n    \"latency_ms\": 77,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0018-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0019\",\n    \"latency_ms\": 94,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0019-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0020\",\n    \"latency_ms\": 28,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0020-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0021\",\n    \"latency_ms\": 45,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0021-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0022\",\n    \"incident_id\": \"INC-0727-000\",\n    \"latency_ms\": 9911,\n    \"message\": \"initial refresh boundary incident\",\n    \"payload\": \"trace-0022-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"failed\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0023\",\n    \"latency_ms\": 79,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0023-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0024\",\n    \"latency_ms\": 96,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0024-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0025\",\n    \"latency_ms\": 30,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0025-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0026\",\n    \"latency_ms\": 47,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0026-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0027\",\n    \"latency_ms\": 64,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0027-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0028\",\n    \"latency_ms\": 81,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0028-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0029\",\n    \"latency_ms\": 98,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0029-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0030\",\n    \"latency_ms\": 32,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0030-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0031\",\n    \"latency_ms\": 49,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0031-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0032\",\n    \"latency_ms\": 66,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0032-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0033\",\n    \"latency_ms\": 83,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0033-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0034\",\n    \"latency_ms\": 100,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0034-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0035\",\n    \"latency_ms\": 34,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0035-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0036\",\n    \"latency_ms\": 51,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0036-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0037\",\n    \"latency_ms\": 68,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0037-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0038\",\n    \"latency_ms\": 85,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0038-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0039\",\n    \"latency_ms\": 102,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0039-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0040\",\n    \"latency_ms\": 36,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0040-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0041\",\n    \"latency_ms\": 53,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0041-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0042\",\n    \"latency_ms\": 70,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0042-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0043\",\n    \"latency_ms\": 87,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0043-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0044\",\n    \"latency_ms\": 21,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0044-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0045\",\n    \"latency_ms\": 38,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0045-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0046\",\n    \"latency_ms\": 55,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0046-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0047\",\n    \"latency_ms\": 72,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0047-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  }\n]",
      "content_sha256": "f627ad6bc63ce68ca597595f19a1fc53116fab246c44a1627ef6af03d6d1a8f2",
      "expected_answer": "RCV-125258743",
      "fixture_id": "holdout-000",
      "future_index": 15,
      "future_question": "What recovery code belongs to audit case CASE-0727-000?",
      "input_tokens": 3364,
      "primary_index": 22
    },
    {
      "compression_query": "Find initial auth incident INC-0727-001, its latency, and failure status.",
      "content": "[\n  {\n    \"audit_case\": \"CASE-ORD-0000\",\n    \"latency_ms\": 21,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0000-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0001\",\n    \"latency_ms\": 38,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0001-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0002\",\n    \"latency_ms\": 55,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0002-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0003\",\n    \"latency_ms\": 72,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0003-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0004\",\n    \"latency_ms\": 89,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0004-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0005\",\n    \"latency_ms\": 23,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0005-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0006\",\n    \"latency_ms\": 40,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0006-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0007\",\n    \"latency_ms\": 57,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0007-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0008\",\n    \"latency_ms\": 74,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0008-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0009\",\n    \"latency_ms\": 91,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0009-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0010\",\n    \"latency_ms\": 25,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0010-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0011\",\n    \"latency_ms\": 42,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0011-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0012\",\n    \"latency_ms\": 59,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0012-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0013\",\n    \"latency_ms\": 76,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0013-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0014\",\n    \"latency_ms\": 93,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0014-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0015\",\n    \"latency_ms\": 27,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0015-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0016\",\n    \"latency_ms\": 44,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0016-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0017\",\n    \"latency_ms\": 61,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0017-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0018\",\n    \"latency_ms\": 78,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0018-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0019\",\n    \"latency_ms\": 95,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0019-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0020\",\n    \"latency_ms\": 29,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0020-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0021\",\n    \"latency_ms\": 46,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0021-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0022\",\n    \"latency_ms\": 63,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0022-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0023\",\n    \"incident_id\": \"INC-0727-001\",\n    \"latency_ms\": 9912,\n    \"message\": \"initial refresh boundary incident\",\n    \"payload\": \"trace-0023-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"failed\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0024\",\n    \"latency_ms\": 97,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0024-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0025\",\n    \"latency_ms\": 31,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0025-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0026\",\n    \"latency_ms\": 48,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0026-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0027\",\n    \"latency_ms\": 65,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0027-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-0727-001\",\n    \"latency_ms\": 82,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-967680077 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-967680077\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0029\",\n    \"latency_ms\": 99,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0029-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0030\",\n    \"latency_ms\": 33,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0030-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0031\",\n    \"latency_ms\": 50,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0031-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0032\",\n    \"latency_ms\": 67,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0032-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0033\",\n    \"latency_ms\": 84,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0033-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0034\",\n    \"latency_ms\": 101,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0034-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0035\",\n    \"latency_ms\": 35,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0035-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0036\",\n    \"latency_ms\": 52,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0036-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0037\",\n    \"latency_ms\": 69,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0037-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0038\",\n    \"latency_ms\": 86,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0038-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0039\",\n    \"latency_ms\": 20,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0039-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0040\",\n    \"latency_ms\": 37,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0040-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0041\",\n    \"latency_ms\": 54,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0041-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0042\",\n    \"latency_ms\": 71,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0042-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0043\",\n    \"latency_ms\": 88,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0043-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0044\",\n    \"latency_ms\": 22,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0044-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0045\",\n    \"latency_ms\": 39,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0045-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0046\",\n    \"latency_ms\": 56,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0046-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0047\",\n    \"latency_ms\": 73,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0047-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  }\n]",
      "content_sha256": "860a8959a8246778fc33a39d0e73cb4a3069e76cbc15685276e60fb81a39bf06",
      "expected_answer": "RCV-967680077",
      "fixture_id": "holdout-001",
      "future_index": 28,
      "future_question": "What recovery code belongs to audit case CASE-0727-001?",
      "input_tokens": 3364,
      "primary_index": 23
    },
    {
      "compression_query": "Find initial auth incident INC-0727-002, its latency, and failure status.",
      "content": "[\n  {\n    \"audit_case\": \"CASE-ORD-0000\",\n    \"latency_ms\": 22,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0000-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0001\",\n    \"latency_ms\": 39,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0001-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0002\",\n    \"latency_ms\": 56,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0002-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0003\",\n    \"latency_ms\": 73,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0003-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0004\",\n    \"latency_ms\": 90,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0004-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0005\",\n    \"latency_ms\": 24,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0005-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0006\",\n    \"latency_ms\": 41,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0006-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0007\",\n    \"latency_ms\": 58,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0007-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0008\",\n    \"latency_ms\": 75,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0008-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0009\",\n    \"latency_ms\": 92,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0009-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0010\",\n    \"latency_ms\": 26,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0010-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0011\",\n    \"latency_ms\": 43,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0011-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0012\",\n    \"latency_ms\": 60,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0012-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0013\",\n    \"latency_ms\": 77,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0013-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0014\",\n    \"latency_ms\": 94,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0014-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0015\",\n    \"latency_ms\": 28,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0015-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0016\",\n    \"latency_ms\": 45,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0016-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0017\",\n    \"latency_ms\": 62,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0017-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0018\",\n    \"latency_ms\": 79,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0018-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0019\",\n    \"latency_ms\": 96,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0019-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0020\",\n    \"latency_ms\": 30,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0020-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0021\",\n    \"latency_ms\": 47,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0021-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0022\",\n    \"latency_ms\": 64,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0022-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0023\",\n    \"latency_ms\": 81,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0023-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0024\",\n    \"incident_id\": \"INC-0727-002\",\n    \"latency_ms\": 9913,\n    \"message\": \"initial refresh boundary incident\",\n    \"payload\": \"trace-0024-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"failed\"\n  },\n  {\n    \"audit_case\": \"CASE-0727-002\",\n    \"latency_ms\": 32,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-543536010 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-543536010\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0026\",\n    \"latency_ms\": 49,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0026-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0027\",\n    \"latency_ms\": 66,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0027-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0028\",\n    \"latency_ms\": 83,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0028-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0029\",\n    \"latency_ms\": 100,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0029-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0030\",\n    \"latency_ms\": 34,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0030-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0031\",\n    \"latency_ms\": 51,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0031-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0032\",\n    \"latency_ms\": 68,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0032-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0033\",\n    \"latency_ms\": 85,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0033-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0034\",\n    \"latency_ms\": 102,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0034-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0035\",\n    \"latency_ms\": 36,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0035-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0036\",\n    \"latency_ms\": 53,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0036-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0037\",\n    \"latency_ms\": 70,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0037-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0038\",\n    \"latency_ms\": 87,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0038-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0039\",\n    \"latency_ms\": 21,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0039-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0040\",\n    \"latency_ms\": 38,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0040-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0041\",\n    \"latency_ms\": 55,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0041-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0042\",\n    \"latency_ms\": 72,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0042-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0043\",\n    \"latency_ms\": 89,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0043-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0044\",\n    \"latency_ms\": 23,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0044-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0045\",\n    \"latency_ms\": 40,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0045-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0046\",\n    \"latency_ms\": 57,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0046-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0047\",\n    \"latency_ms\": 74,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0047-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  }\n]",
      "content_sha256": "c00945851ea4f97387fdc66dcf0abca63f7de617e77cab565696305f2a7e3b70",
      "expected_answer": "RCV-543536010",
      "fixture_id": "holdout-002",
      "future_index": 25,
      "future_question": "What recovery code belongs to audit case CASE-0727-002?",
      "input_tokens": 3364,
      "primary_index": 24
    },
    {
      "compression_query": "Find initial auth incident INC-0727-003, its latency, and failure status.",
      "content": "[\n  {\n    \"audit_case\": \"CASE-ORD-0000\",\n    \"latency_ms\": 23,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0000-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0001\",\n    \"latency_ms\": 40,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0001-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0002\",\n    \"latency_ms\": 57,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0002-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0003\",\n    \"latency_ms\": 74,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0003-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0004\",\n    \"latency_ms\": 91,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0004-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0005\",\n    \"latency_ms\": 25,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0005-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0006\",\n    \"latency_ms\": 42,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0006-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0007\",\n    \"latency_ms\": 59,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0007-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0008\",\n    \"latency_ms\": 76,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0008-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0009\",\n    \"latency_ms\": 93,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0009-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0010\",\n    \"latency_ms\": 27,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0010-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0011\",\n    \"latency_ms\": 44,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0011-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0012\",\n    \"latency_ms\": 61,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0012-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0013\",\n    \"latency_ms\": 78,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0013-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-0727-003\",\n    \"latency_ms\": 95,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-839779230 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-839779230\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0015\",\n    \"latency_ms\": 29,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0015-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0016\",\n    \"latency_ms\": 46,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0016-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0017\",\n    \"latency_ms\": 63,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0017-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0018\",\n    \"latency_ms\": 80,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0018-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0019\",\n    \"latency_ms\": 97,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0019-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0020\",\n    \"latency_ms\": 31,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0020-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0021\",\n    \"latency_ms\": 48,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0021-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0022\",\n    \"latency_ms\": 65,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0022-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0023\",\n    \"latency_ms\": 82,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0023-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0024\",\n    \"latency_ms\": 99,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0024-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0025\",\n    \"latency_ms\": 33,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0025-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0026\",\n    \"latency_ms\": 50,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0026-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0027\",\n    \"latency_ms\": 67,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0027-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0028\",\n    \"latency_ms\": 84,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0028-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0029\",\n    \"latency_ms\": 101,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0029-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0030\",\n    \"latency_ms\": 35,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0030-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0031\",\n    \"latency_ms\": 52,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0031-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0032\",\n    \"latency_ms\": 69,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0032-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0033\",\n    \"incident_id\": \"INC-0727-003\",\n    \"latency_ms\": 9914,\n    \"message\": \"initial refresh boundary incident\",\n    \"payload\": \"trace-0033-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"failed\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0034\",\n    \"latency_ms\": 20,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0034-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0035\",\n    \"latency_ms\": 37,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0035-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0036\",\n    \"latency_ms\": 54,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0036-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0037\",\n    \"latency_ms\": 71,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0037-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0038\",\n    \"latency_ms\": 88,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0038-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0039\",\n    \"latency_ms\": 22,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0039-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0040\",\n    \"latency_ms\": 39,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0040-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0041\",\n    \"latency_ms\": 56,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0041-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0042\",\n    \"latency_ms\": 73,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0042-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0043\",\n    \"latency_ms\": 90,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0043-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0044\",\n    \"latency_ms\": 24,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0044-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0045\",\n    \"latency_ms\": 41,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0045-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0046\",\n    \"latency_ms\": 58,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0046-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0047\",\n    \"latency_ms\": 75,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0047-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  }\n]",
      "content_sha256": "f9dfbbc238581ca1d8ad8b4ca8e09eff3428257c158d180549f7e7294cb31256",
      "expected_answer": "RCV-839779230",
      "fixture_id": "holdout-003",
      "future_index": 14,
      "future_question": "What recovery code belongs to audit case CASE-0727-003?",
      "input_tokens": 3364,
      "primary_index": 33
    },
    {
      "compression_query": "Find initial auth incident INC-0727-004, its latency, and failure status.",
      "content": "[\n  {\n    \"audit_case\": \"CASE-ORD-0000\",\n    \"latency_ms\": 24,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0000-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0001\",\n    \"latency_ms\": 41,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0001-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0002\",\n    \"latency_ms\": 58,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0002-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0003\",\n    \"latency_ms\": 75,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0003-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0004\",\n    \"latency_ms\": 92,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0004-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0005\",\n    \"latency_ms\": 26,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0005-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0006\",\n    \"latency_ms\": 43,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0006-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0007\",\n    \"latency_ms\": 60,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0007-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0008\",\n    \"latency_ms\": 77,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0008-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0009\",\n    \"latency_ms\": 94,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0009-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0010\",\n    \"latency_ms\": 28,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0010-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0011\",\n    \"latency_ms\": 45,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0011-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0012\",\n    \"latency_ms\": 62,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0012-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0013\",\n    \"latency_ms\": 79,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0013-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0014\",\n    \"latency_ms\": 96,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0014-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0015\",\n    \"latency_ms\": 30,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0015-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0016\",\n    \"latency_ms\": 47,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0016-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0017\",\n    \"latency_ms\": 64,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0017-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0018\",\n    \"latency_ms\": 81,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0018-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0019\",\n    \"latency_ms\": 98,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0019-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0020\",\n    \"latency_ms\": 32,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0020-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0021\",\n    \"latency_ms\": 49,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0021-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0022\",\n    \"latency_ms\": 66,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0022-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0023\",\n    \"incident_id\": \"INC-0727-004\",\n    \"latency_ms\": 9915,\n    \"message\": \"initial refresh boundary incident\",\n    \"payload\": \"trace-0023-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"failed\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0024\",\n    \"latency_ms\": 100,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0024-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0025\",\n    \"latency_ms\": 34,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0025-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0026\",\n    \"latency_ms\": 51,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0026-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0027\",\n    \"latency_ms\": 68,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0027-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0028\",\n    \"latency_ms\": 85,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0028-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0029\",\n    \"latency_ms\": 102,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0029-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0030\",\n    \"latency_ms\": 36,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0030-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0031\",\n    \"latency_ms\": 53,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0031-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0032\",\n    \"latency_ms\": 70,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0032-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-0727-004\",\n    \"latency_ms\": 87,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-293854450 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-293854450\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0034\",\n    \"latency_ms\": 21,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0034-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0035\",\n    \"latency_ms\": 38,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0035-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0036\",\n    \"latency_ms\": 55,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0036-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0037\",\n    \"latency_ms\": 72,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0037-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0038\",\n    \"latency_ms\": 89,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0038-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0039\",\n    \"latency_ms\": 23,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0039-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0040\",\n    \"latency_ms\": 40,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0040-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0041\",\n    \"latency_ms\": 57,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0041-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0042\",\n    \"latency_ms\": 74,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0042-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0043\",\n    \"latency_ms\": 91,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0043-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0044\",\n    \"latency_ms\": 25,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0044-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0045\",\n    \"latency_ms\": 42,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0045-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0046\",\n    \"latency_ms\": 59,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0046-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0047\",\n    \"latency_ms\": 76,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0047-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  }\n]",
      "content_sha256": "711219c58db9cf1a546d68325be5123981f86f0b80b33cb998a5e3432270bc4b",
      "expected_answer": "RCV-293854450",
      "fixture_id": "holdout-004",
      "future_index": 33,
      "future_question": "What recovery code belongs to audit case CASE-0727-004?",
      "input_tokens": 3364,
      "primary_index": 23
    },
    {
      "compression_query": "Find initial auth incident INC-0727-005, its latency, and failure status.",
      "content": "[\n  {\n    \"audit_case\": \"CASE-ORD-0000\",\n    \"latency_ms\": 25,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0000-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0001\",\n    \"latency_ms\": 42,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0001-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0002\",\n    \"latency_ms\": 59,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0002-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0003\",\n    \"latency_ms\": 76,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0003-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0004\",\n    \"latency_ms\": 93,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0004-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0005\",\n    \"latency_ms\": 27,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0005-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0006\",\n    \"latency_ms\": 44,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0006-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0007\",\n    \"latency_ms\": 61,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0007-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0008\",\n    \"latency_ms\": 78,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0008-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0009\",\n    \"latency_ms\": 95,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0009-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0010\",\n    \"latency_ms\": 29,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0010-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0011\",\n    \"latency_ms\": 46,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0011-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0012\",\n    \"latency_ms\": 63,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0012-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0013\",\n    \"latency_ms\": 80,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0013-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0014\",\n    \"latency_ms\": 97,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0014-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0015\",\n    \"incident_id\": \"INC-0727-005\",\n    \"latency_ms\": 9916,\n    \"message\": \"initial refresh boundary incident\",\n    \"payload\": \"trace-0015-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"failed\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0016\",\n    \"latency_ms\": 48,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0016-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0017\",\n    \"latency_ms\": 65,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0017-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0018\",\n    \"latency_ms\": 82,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0018-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0019\",\n    \"latency_ms\": 99,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0019-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0020\",\n    \"latency_ms\": 33,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0020-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0021\",\n    \"latency_ms\": 50,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0021-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0022\",\n    \"latency_ms\": 67,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0022-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0023\",\n    \"latency_ms\": 84,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0023-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0024\",\n    \"latency_ms\": 101,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0024-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0025\",\n    \"latency_ms\": 35,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0025-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0026\",\n    \"latency_ms\": 52,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0026-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0027\",\n    \"latency_ms\": 69,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0027-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0028\",\n    \"latency_ms\": 86,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0028-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0029\",\n    \"latency_ms\": 20,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0029-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0030\",\n    \"latency_ms\": 37,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0030-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0031\",\n    \"latency_ms\": 54,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0031-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-0727-005\",\n    \"latency_ms\": 71,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-536868704 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-536868704\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0033\",\n    \"latency_ms\": 88,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0033-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0034\",\n    \"latency_ms\": 22,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0034-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0035\",\n    \"latency_ms\": 39,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0035-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0036\",\n    \"latency_ms\": 56,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0036-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0037\",\n    \"latency_ms\": 73,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0037-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0038\",\n    \"latency_ms\": 90,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0038-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0039\",\n    \"latency_ms\": 24,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0039-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0040\",\n    \"latency_ms\": 41,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0040-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0041\",\n    \"latency_ms\": 58,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0041-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0042\",\n    \"latency_ms\": 75,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0042-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0043\",\n    \"latency_ms\": 92,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0043-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0044\",\n    \"latency_ms\": 26,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0044-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0045\",\n    \"latency_ms\": 43,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0045-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0046\",\n    \"latency_ms\": 60,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0046-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0047\",\n    \"latency_ms\": 77,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0047-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  }\n]",
      "content_sha256": "7f3b99d0eca53225bc1dc1fcd52d7684a2022ed2d140f3f1979976e71fe72eee",
      "expected_answer": "RCV-536868704",
      "fixture_id": "holdout-005",
      "future_index": 32,
      "future_question": "What recovery code belongs to audit case CASE-0727-005?",
      "input_tokens": 3364,
      "primary_index": 15
    },
    {
      "compression_query": "Find initial auth incident INC-0727-006, its latency, and failure status.",
      "content": "[\n  {\n    \"audit_case\": \"CASE-ORD-0000\",\n    \"latency_ms\": 26,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0000-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0001\",\n    \"latency_ms\": 43,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0001-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0002\",\n    \"latency_ms\": 60,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0002-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0003\",\n    \"latency_ms\": 77,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0003-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0004\",\n    \"latency_ms\": 94,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0004-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0005\",\n    \"latency_ms\": 28,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0005-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0006\",\n    \"latency_ms\": 45,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0006-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0007\",\n    \"latency_ms\": 62,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0007-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0008\",\n    \"latency_ms\": 79,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0008-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0009\",\n    \"latency_ms\": 96,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0009-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0010\",\n    \"latency_ms\": 30,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0010-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0011\",\n    \"latency_ms\": 47,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0011-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0012\",\n    \"latency_ms\": 64,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0012-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0013\",\n    \"incident_id\": \"INC-0727-006\",\n    \"latency_ms\": 9917,\n    \"message\": \"initial refresh boundary incident\",\n    \"payload\": \"trace-0013-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"failed\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0014\",\n    \"latency_ms\": 98,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0014-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0015\",\n    \"latency_ms\": 32,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0015-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0016\",\n    \"latency_ms\": 49,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0016-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0017\",\n    \"latency_ms\": 66,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0017-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0018\",\n    \"latency_ms\": 83,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0018-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-0727-006\",\n    \"latency_ms\": 100,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-981081636 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-981081636\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0020\",\n    \"latency_ms\": 34,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0020-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0021\",\n    \"latency_ms\": 51,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0021-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0022\",\n    \"latency_ms\": 68,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0022-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0023\",\n    \"latency_ms\": 85,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0023-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0024\",\n    \"latency_ms\": 102,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0024-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0025\",\n    \"latency_ms\": 36,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0025-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0026\",\n    \"latency_ms\": 53,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0026-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0027\",\n    \"latency_ms\": 70,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0027-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0028\",\n    \"latency_ms\": 87,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0028-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0029\",\n    \"latency_ms\": 21,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0029-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0030\",\n    \"latency_ms\": 38,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0030-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0031\",\n    \"latency_ms\": 55,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0031-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0032\",\n    \"latency_ms\": 72,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0032-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0033\",\n    \"latency_ms\": 89,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0033-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0034\",\n    \"latency_ms\": 23,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0034-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0035\",\n    \"latency_ms\": 40,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0035-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0036\",\n    \"latency_ms\": 57,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0036-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0037\",\n    \"latency_ms\": 74,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0037-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0038\",\n    \"latency_ms\": 91,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0038-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0039\",\n    \"latency_ms\": 25,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0039-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0040\",\n    \"latency_ms\": 42,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0040-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0041\",\n    \"latency_ms\": 59,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0041-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0042\",\n    \"latency_ms\": 76,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0042-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0043\",\n    \"latency_ms\": 93,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0043-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0044\",\n    \"latency_ms\": 27,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0044-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0045\",\n    \"latency_ms\": 44,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0045-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0046\",\n    \"latency_ms\": 61,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0046-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0047\",\n    \"latency_ms\": 78,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0047-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  }\n]",
      "content_sha256": "1a4bc016fded4034104ef396f632897cd0781fa7ef67dd5a52d555d55dd8a577",
      "expected_answer": "RCV-981081636",
      "fixture_id": "holdout-006",
      "future_index": 19,
      "future_question": "What recovery code belongs to audit case CASE-0727-006?",
      "input_tokens": 3364,
      "primary_index": 13
    },
    {
      "compression_query": "Find initial auth incident INC-0727-007, its latency, and failure status.",
      "content": "[\n  {\n    \"audit_case\": \"CASE-ORD-0000\",\n    \"latency_ms\": 27,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0000-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0001\",\n    \"latency_ms\": 44,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0001-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0002\",\n    \"latency_ms\": 61,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0002-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0003\",\n    \"latency_ms\": 78,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0003-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0004\",\n    \"latency_ms\": 95,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0004-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0005\",\n    \"latency_ms\": 29,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0005-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0006\",\n    \"latency_ms\": 46,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0006-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0007\",\n    \"latency_ms\": 63,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0007-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0008\",\n    \"latency_ms\": 80,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0008-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0009\",\n    \"latency_ms\": 97,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0009-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0010\",\n    \"latency_ms\": 31,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0010-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0011\",\n    \"latency_ms\": 48,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0011-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0012\",\n    \"latency_ms\": 65,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0012-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0013\",\n    \"latency_ms\": 82,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0013-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0014\",\n    \"incident_id\": \"INC-0727-007\",\n    \"latency_ms\": 9918,\n    \"message\": \"initial refresh boundary incident\",\n    \"payload\": \"trace-0014-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"failed\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0015\",\n    \"latency_ms\": 33,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0015-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0016\",\n    \"latency_ms\": 50,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0016-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0017\",\n    \"latency_ms\": 67,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0017-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0018\",\n    \"latency_ms\": 84,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0018-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0019\",\n    \"latency_ms\": 101,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0019-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0020\",\n    \"latency_ms\": 35,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0020-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0021\",\n    \"latency_ms\": 52,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0021-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0022\",\n    \"latency_ms\": 69,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0022-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0023\",\n    \"latency_ms\": 86,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0023-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0024\",\n    \"latency_ms\": 20,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0024-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0025\",\n    \"latency_ms\": 37,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0025-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0026\",\n    \"latency_ms\": 54,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0026-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0027\",\n    \"latency_ms\": 71,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0027-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0028\",\n    \"latency_ms\": 88,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0028-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0029\",\n    \"latency_ms\": 22,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0029-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-0727-007\",\n    \"latency_ms\": 39,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-530042314 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-530042314\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0031\",\n    \"latency_ms\": 56,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0031-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0032\",\n    \"latency_ms\": 73,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0032-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0033\",\n    \"latency_ms\": 90,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0033-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0034\",\n    \"latency_ms\": 24,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0034-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0035\",\n    \"latency_ms\": 41,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0035-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0036\",\n    \"latency_ms\": 58,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0036-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0037\",\n    \"latency_ms\": 75,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0037-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0038\",\n    \"latency_ms\": 92,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0038-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0039\",\n    \"latency_ms\": 26,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0039-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0040\",\n    \"latency_ms\": 43,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0040-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0041\",\n    \"latency_ms\": 60,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0041-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0042\",\n    \"latency_ms\": 77,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0042-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0043\",\n    \"latency_ms\": 94,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0043-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0044\",\n    \"latency_ms\": 28,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0044-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0045\",\n    \"latency_ms\": 45,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0045-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0046\",\n    \"latency_ms\": 62,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0046-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0047\",\n    \"latency_ms\": 79,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0047-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  }\n]",
      "content_sha256": "406129e6430e7ce8075538ac25aeec893cbac96cb04177e6e7c0d4e0ec2542a1",
      "expected_answer": "RCV-530042314",
      "fixture_id": "holdout-007",
      "future_index": 30,
      "future_question": "What recovery code belongs to audit case CASE-0727-007?",
      "input_tokens": 3364,
      "primary_index": 14
    },
    {
      "compression_query": "Find initial auth incident INC-0727-008, its latency, and failure status.",
      "content": "[\n  {\n    \"audit_case\": \"CASE-ORD-0000\",\n    \"latency_ms\": 28,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0000-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0001\",\n    \"latency_ms\": 45,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0001-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0002\",\n    \"latency_ms\": 62,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0002-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0003\",\n    \"latency_ms\": 79,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0003-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0004\",\n    \"latency_ms\": 96,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0004-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0005\",\n    \"latency_ms\": 30,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0005-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0006\",\n    \"latency_ms\": 47,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0006-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0007\",\n    \"latency_ms\": 64,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0007-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0008\",\n    \"latency_ms\": 81,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0008-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0009\",\n    \"latency_ms\": 98,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0009-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0010\",\n    \"latency_ms\": 32,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0010-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0011\",\n    \"latency_ms\": 49,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0011-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0012\",\n    \"latency_ms\": 66,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0012-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0013\",\n    \"latency_ms\": 83,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0013-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0014\",\n    \"latency_ms\": 100,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0014-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0015\",\n    \"latency_ms\": 34,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0015-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0016\",\n    \"latency_ms\": 51,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0016-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0017\",\n    \"latency_ms\": 68,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0017-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0018\",\n    \"latency_ms\": 85,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0018-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0019\",\n    \"latency_ms\": 102,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0019-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0020\",\n    \"latency_ms\": 36,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0020-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0021\",\n    \"latency_ms\": 53,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0021-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0022\",\n    \"latency_ms\": 70,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0022-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0023\",\n    \"latency_ms\": 87,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0023-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0024\",\n    \"incident_id\": \"INC-0727-008\",\n    \"latency_ms\": 9919,\n    \"message\": \"initial refresh boundary incident\",\n    \"payload\": \"trace-0024-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"failed\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0025\",\n    \"latency_ms\": 38,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0025-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0026\",\n    \"latency_ms\": 55,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0026-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0027\",\n    \"latency_ms\": 72,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0027-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0028\",\n    \"latency_ms\": 89,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0028-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0029\",\n    \"latency_ms\": 23,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0029-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0030\",\n    \"latency_ms\": 40,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0030-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0031\",\n    \"latency_ms\": 57,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0031-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0032\",\n    \"latency_ms\": 74,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0032-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-0727-008\",\n    \"latency_ms\": 91,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-553861866 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-553861866\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0034\",\n    \"latency_ms\": 25,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0034-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0035\",\n    \"latency_ms\": 42,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0035-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0036\",\n    \"latency_ms\": 59,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0036-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0037\",\n    \"latency_ms\": 76,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0037-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0038\",\n    \"latency_ms\": 93,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0038-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0039\",\n    \"latency_ms\": 27,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0039-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0040\",\n    \"latency_ms\": 44,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0040-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0041\",\n    \"latency_ms\": 61,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0041-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0042\",\n    \"latency_ms\": 78,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0042-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0043\",\n    \"latency_ms\": 95,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0043-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0044\",\n    \"latency_ms\": 29,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0044-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0045\",\n    \"latency_ms\": 46,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0045-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0046\",\n    \"latency_ms\": 63,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0046-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0047\",\n    \"latency_ms\": 80,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0047-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  }\n]",
      "content_sha256": "c76e752bc6f5406b87e86d0a07b99d491ea1f2d7041d4098fa3d45e4f6a508b7",
      "expected_answer": "RCV-553861866",
      "fixture_id": "holdout-008",
      "future_index": 33,
      "future_question": "What recovery code belongs to audit case CASE-0727-008?",
      "input_tokens": 3364,
      "primary_index": 24
    },
    {
      "compression_query": "Find initial auth incident INC-0727-009, its latency, and failure status.",
      "content": "[\n  {\n    \"audit_case\": \"CASE-ORD-0000\",\n    \"latency_ms\": 29,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0000-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0001\",\n    \"latency_ms\": 46,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0001-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0002\",\n    \"latency_ms\": 63,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0002-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0003\",\n    \"latency_ms\": 80,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0003-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0004\",\n    \"latency_ms\": 97,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0004-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0005\",\n    \"latency_ms\": 31,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0005-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0006\",\n    \"latency_ms\": 48,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0006-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0007\",\n    \"latency_ms\": 65,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0007-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0008\",\n    \"latency_ms\": 82,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0008-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0009\",\n    \"latency_ms\": 99,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0009-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0010\",\n    \"latency_ms\": 33,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0010-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0011\",\n    \"latency_ms\": 50,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0011-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0012\",\n    \"latency_ms\": 67,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0012-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0013\",\n    \"latency_ms\": 84,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0013-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0014\",\n    \"incident_id\": \"INC-0727-009\",\n    \"latency_ms\": 9920,\n    \"message\": \"initial refresh boundary incident\",\n    \"payload\": \"trace-0014-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"failed\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0015\",\n    \"latency_ms\": 35,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0015-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0016\",\n    \"latency_ms\": 52,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0016-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0017\",\n    \"latency_ms\": 69,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0017-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0018\",\n    \"latency_ms\": 86,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0018-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0019\",\n    \"latency_ms\": 20,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0019-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0020\",\n    \"latency_ms\": 37,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0020-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0021\",\n    \"latency_ms\": 54,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0021-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0022\",\n    \"latency_ms\": 71,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0022-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0023\",\n    \"latency_ms\": 88,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0023-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0024\",\n    \"latency_ms\": 22,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0024-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0025\",\n    \"latency_ms\": 39,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0025-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0026\",\n    \"latency_ms\": 56,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0026-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0027\",\n    \"latency_ms\": 73,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0027-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-0727-009\",\n    \"latency_ms\": 90,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-630628013 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-630628013\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0029\",\n    \"latency_ms\": 24,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0029-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0030\",\n    \"latency_ms\": 41,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0030-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0031\",\n    \"latency_ms\": 58,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0031-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0032\",\n    \"latency_ms\": 75,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0032-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0033\",\n    \"latency_ms\": 92,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0033-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0034\",\n    \"latency_ms\": 26,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0034-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0035\",\n    \"latency_ms\": 43,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0035-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0036\",\n    \"latency_ms\": 60,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0036-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0037\",\n    \"latency_ms\": 77,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0037-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0038\",\n    \"latency_ms\": 94,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0038-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0039\",\n    \"latency_ms\": 28,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0039-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0040\",\n    \"latency_ms\": 45,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0040-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0041\",\n    \"latency_ms\": 62,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0041-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0042\",\n    \"latency_ms\": 79,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0042-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0043\",\n    \"latency_ms\": 96,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0043-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0044\",\n    \"latency_ms\": 30,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0044-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0045\",\n    \"latency_ms\": 47,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0045-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0046\",\n    \"latency_ms\": 64,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0046-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0047\",\n    \"latency_ms\": 81,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0047-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  }\n]",
      "content_sha256": "db667b766f8ac315f491ee8de8f78efea4c2eeed49f4d71aca03b6fe1ac7da62",
      "expected_answer": "RCV-630628013",
      "fixture_id": "holdout-009",
      "future_index": 28,
      "future_question": "What recovery code belongs to audit case CASE-0727-009?",
      "input_tokens": 3364,
      "primary_index": 14
    },
    {
      "compression_query": "Find initial auth incident INC-0727-010, its latency, and failure status.",
      "content": "[\n  {\n    \"audit_case\": \"CASE-ORD-0000\",\n    \"latency_ms\": 30,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0000-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0001\",\n    \"latency_ms\": 47,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0001-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0002\",\n    \"latency_ms\": 64,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0002-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0003\",\n    \"latency_ms\": 81,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0003-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0004\",\n    \"latency_ms\": 98,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0004-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0005\",\n    \"latency_ms\": 32,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0005-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0006\",\n    \"latency_ms\": 49,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0006-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0007\",\n    \"latency_ms\": 66,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0007-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0008\",\n    \"latency_ms\": 83,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0008-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0009\",\n    \"latency_ms\": 100,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0009-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0010\",\n    \"latency_ms\": 34,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0010-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0011\",\n    \"latency_ms\": 51,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0011-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0012\",\n    \"latency_ms\": 68,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0012-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0013\",\n    \"latency_ms\": 85,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0013-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0014\",\n    \"latency_ms\": 102,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0014-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0015\",\n    \"latency_ms\": 36,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0015-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0016\",\n    \"latency_ms\": 53,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0016-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0017\",\n    \"latency_ms\": 70,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0017-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0018\",\n    \"latency_ms\": 87,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0018-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0019\",\n    \"latency_ms\": 21,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0019-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0020\",\n    \"latency_ms\": 38,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0020-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0021\",\n    \"latency_ms\": 55,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0021-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0022\",\n    \"incident_id\": \"INC-0727-010\",\n    \"latency_ms\": 9921,\n    \"message\": \"initial refresh boundary incident\",\n    \"payload\": \"trace-0022-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"failed\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0023\",\n    \"latency_ms\": 89,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0023-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0024\",\n    \"latency_ms\": 23,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0024-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0025\",\n    \"latency_ms\": 40,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0025-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0026\",\n    \"latency_ms\": 57,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0026-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0027\",\n    \"latency_ms\": 74,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0027-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0028\",\n    \"latency_ms\": 91,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0028-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0029\",\n    \"latency_ms\": 25,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0029-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0030\",\n    \"latency_ms\": 42,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0030-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0031\",\n    \"latency_ms\": 59,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0031-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0032\",\n    \"latency_ms\": 76,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0032-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0033\",\n    \"latency_ms\": 93,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0033-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0034\",\n    \"latency_ms\": 27,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0034-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-0727-010\",\n    \"latency_ms\": 44,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-873021694 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-873021694\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0036\",\n    \"latency_ms\": 61,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0036-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0037\",\n    \"latency_ms\": 78,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0037-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0038\",\n    \"latency_ms\": 95,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0038-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0039\",\n    \"latency_ms\": 29,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0039-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0040\",\n    \"latency_ms\": 46,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0040-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0041\",\n    \"latency_ms\": 63,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0041-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0042\",\n    \"latency_ms\": 80,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0042-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0043\",\n    \"latency_ms\": 97,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0043-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0044\",\n    \"latency_ms\": 31,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0044-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0045\",\n    \"latency_ms\": 48,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0045-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0046\",\n    \"latency_ms\": 65,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0046-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0047\",\n    \"latency_ms\": 82,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0047-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  }\n]",
      "content_sha256": "b381dc4b9e0f50b532cf05a5b9085e672e7ddb941a42c4b0db9f1af829d9ecf3",
      "expected_answer": "RCV-873021694",
      "fixture_id": "holdout-010",
      "future_index": 35,
      "future_question": "What recovery code belongs to audit case CASE-0727-010?",
      "input_tokens": 3364,
      "primary_index": 22
    },
    {
      "compression_query": "Find initial auth incident INC-0727-011, its latency, and failure status.",
      "content": "[\n  {\n    \"audit_case\": \"CASE-ORD-0000\",\n    \"latency_ms\": 31,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0000-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0001\",\n    \"latency_ms\": 48,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0001-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0002\",\n    \"latency_ms\": 65,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0002-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0003\",\n    \"latency_ms\": 82,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0003-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0004\",\n    \"latency_ms\": 99,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0004-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0005\",\n    \"latency_ms\": 33,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0005-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0006\",\n    \"latency_ms\": 50,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0006-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0007\",\n    \"latency_ms\": 67,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0007-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0008\",\n    \"latency_ms\": 84,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0008-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0009\",\n    \"latency_ms\": 101,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0009-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0010\",\n    \"latency_ms\": 35,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0010-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0011\",\n    \"latency_ms\": 52,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0011-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0012\",\n    \"latency_ms\": 69,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0012-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0013\",\n    \"latency_ms\": 86,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0013-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0014\",\n    \"latency_ms\": 20,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0014-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0015\",\n    \"latency_ms\": 37,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0015-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0016\",\n    \"latency_ms\": 54,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0016-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0017\",\n    \"latency_ms\": 71,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0017-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0018\",\n    \"latency_ms\": 88,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0018-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0019\",\n    \"incident_id\": \"INC-0727-011\",\n    \"latency_ms\": 9922,\n    \"message\": \"initial refresh boundary incident\",\n    \"payload\": \"trace-0019-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"failed\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0020\",\n    \"latency_ms\": 39,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0020-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0021\",\n    \"latency_ms\": 56,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0021-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0022\",\n    \"latency_ms\": 73,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0022-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0023\",\n    \"latency_ms\": 90,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0023-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0024\",\n    \"latency_ms\": 24,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0024-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0025\",\n    \"latency_ms\": 41,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0025-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0026\",\n    \"latency_ms\": 58,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0026-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0027\",\n    \"latency_ms\": 75,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0027-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0028\",\n    \"latency_ms\": 92,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0028-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-0727-011\",\n    \"latency_ms\": 26,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-100185931 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-100185931\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0030\",\n    \"latency_ms\": 43,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0030-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0031\",\n    \"latency_ms\": 60,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0031-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0032\",\n    \"latency_ms\": 77,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0032-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0033\",\n    \"latency_ms\": 94,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0033-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0034\",\n    \"latency_ms\": 28,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0034-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0035\",\n    \"latency_ms\": 45,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0035-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0036\",\n    \"latency_ms\": 62,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0036-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0037\",\n    \"latency_ms\": 79,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0037-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0038\",\n    \"latency_ms\": 96,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0038-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0039\",\n    \"latency_ms\": 30,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0039-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0040\",\n    \"latency_ms\": 47,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0040-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0041\",\n    \"latency_ms\": 64,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0041-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0042\",\n    \"latency_ms\": 81,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0042-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0043\",\n    \"latency_ms\": 98,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0043-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0044\",\n    \"latency_ms\": 32,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0044-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0045\",\n    \"latency_ms\": 49,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0045-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0046\",\n    \"latency_ms\": 66,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0046-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0047\",\n    \"latency_ms\": 83,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0047-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  }\n]",
      "content_sha256": "ece714e26bb5f167a674e3a6fd7257f2ab9071890edcf468b4090e671d8b71cd",
      "expected_answer": "RCV-100185931",
      "fixture_id": "holdout-011",
      "future_index": 29,
      "future_question": "What recovery code belongs to audit case CASE-0727-011?",
      "input_tokens": 3364,
      "primary_index": 19
    },
    {
      "compression_query": "Find initial auth incident INC-0727-012, its latency, and failure status.",
      "content": "[\n  {\n    \"audit_case\": \"CASE-ORD-0000\",\n    \"latency_ms\": 32,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0000-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0001\",\n    \"latency_ms\": 49,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0001-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0002\",\n    \"latency_ms\": 66,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0002-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0003\",\n    \"latency_ms\": 83,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0003-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0004\",\n    \"latency_ms\": 100,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0004-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0005\",\n    \"latency_ms\": 34,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0005-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0006\",\n    \"latency_ms\": 51,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0006-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0007\",\n    \"latency_ms\": 68,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0007-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0008\",\n    \"latency_ms\": 85,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0008-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0009\",\n    \"latency_ms\": 102,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0009-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0010\",\n    \"latency_ms\": 36,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0010-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0011\",\n    \"latency_ms\": 53,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0011-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0012\",\n    \"latency_ms\": 70,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0012-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0013\",\n    \"incident_id\": \"INC-0727-012\",\n    \"latency_ms\": 9923,\n    \"message\": \"initial refresh boundary incident\",\n    \"payload\": \"trace-0013-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"failed\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0014\",\n    \"latency_ms\": 21,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0014-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0015\",\n    \"latency_ms\": 38,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0015-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0016\",\n    \"latency_ms\": 55,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0016-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0017\",\n    \"latency_ms\": 72,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0017-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0018\",\n    \"latency_ms\": 89,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0018-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0019\",\n    \"latency_ms\": 23,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0019-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0020\",\n    \"latency_ms\": 40,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0020-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-0727-012\",\n    \"latency_ms\": 57,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-747911888 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-747911888\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0022\",\n    \"latency_ms\": 74,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0022-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0023\",\n    \"latency_ms\": 91,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0023-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0024\",\n    \"latency_ms\": 25,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0024-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0025\",\n    \"latency_ms\": 42,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0025-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0026\",\n    \"latency_ms\": 59,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0026-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0027\",\n    \"latency_ms\": 76,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0027-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0028\",\n    \"latency_ms\": 93,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0028-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0029\",\n    \"latency_ms\": 27,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0029-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0030\",\n    \"latency_ms\": 44,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0030-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0031\",\n    \"latency_ms\": 61,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0031-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0032\",\n    \"latency_ms\": 78,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0032-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0033\",\n    \"latency_ms\": 95,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0033-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0034\",\n    \"latency_ms\": 29,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0034-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0035\",\n    \"latency_ms\": 46,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0035-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0036\",\n    \"latency_ms\": 63,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0036-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0037\",\n    \"latency_ms\": 80,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0037-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0038\",\n    \"latency_ms\": 97,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0038-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0039\",\n    \"latency_ms\": 31,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0039-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0040\",\n    \"latency_ms\": 48,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0040-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0041\",\n    \"latency_ms\": 65,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0041-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0042\",\n    \"latency_ms\": 82,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0042-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0043\",\n    \"latency_ms\": 99,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0043-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0044\",\n    \"latency_ms\": 33,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0044-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0045\",\n    \"latency_ms\": 50,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0045-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0046\",\n    \"latency_ms\": 67,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0046-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0047\",\n    \"latency_ms\": 84,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0047-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  }\n]",
      "content_sha256": "de2706c3ff65ec929a661d40d2d1d4f1d4f0b96e1c8702814769953e76b55a8d",
      "expected_answer": "RCV-747911888",
      "fixture_id": "holdout-012",
      "future_index": 21,
      "future_question": "What recovery code belongs to audit case CASE-0727-012?",
      "input_tokens": 3364,
      "primary_index": 13
    },
    {
      "compression_query": "Find initial auth incident INC-0727-013, its latency, and failure status.",
      "content": "[\n  {\n    \"audit_case\": \"CASE-ORD-0000\",\n    \"latency_ms\": 33,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0000-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0001\",\n    \"latency_ms\": 50,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0001-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0002\",\n    \"latency_ms\": 67,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0002-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0003\",\n    \"latency_ms\": 84,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0003-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0004\",\n    \"latency_ms\": 101,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0004-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0005\",\n    \"latency_ms\": 35,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0005-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0006\",\n    \"latency_ms\": 52,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0006-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0007\",\n    \"latency_ms\": 69,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0007-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0008\",\n    \"latency_ms\": 86,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0008-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0009\",\n    \"latency_ms\": 20,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0009-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0010\",\n    \"latency_ms\": 37,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0010-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0011\",\n    \"latency_ms\": 54,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0011-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0012\",\n    \"latency_ms\": 71,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0012-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0013\",\n    \"latency_ms\": 88,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0013-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0014\",\n    \"latency_ms\": 22,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0014-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0015\",\n    \"latency_ms\": 39,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0015-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0016\",\n    \"latency_ms\": 56,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0016-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0017\",\n    \"latency_ms\": 73,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0017-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0018\",\n    \"latency_ms\": 90,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0018-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0019\",\n    \"latency_ms\": 24,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0019-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0020\",\n    \"latency_ms\": 41,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0020-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0021\",\n    \"latency_ms\": 58,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0021-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0022\",\n    \"latency_ms\": 75,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0022-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0023\",\n    \"latency_ms\": 92,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0023-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0024\",\n    \"latency_ms\": 26,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0024-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0025\",\n    \"latency_ms\": 43,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0025-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0026\",\n    \"latency_ms\": 60,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0026-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0027\",\n    \"latency_ms\": 77,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0027-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0028\",\n    \"latency_ms\": 94,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0028-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0029\",\n    \"latency_ms\": 28,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0029-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0030\",\n    \"latency_ms\": 45,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0030-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-0727-013\",\n    \"latency_ms\": 62,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-399706661 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-399706661\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0032\",\n    \"latency_ms\": 79,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0032-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0033\",\n    \"latency_ms\": 96,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0033-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0034\",\n    \"incident_id\": \"INC-0727-013\",\n    \"latency_ms\": 9924,\n    \"message\": \"initial refresh boundary incident\",\n    \"payload\": \"trace-0034-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"failed\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0035\",\n    \"latency_ms\": 47,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0035-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0036\",\n    \"latency_ms\": 64,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0036-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0037\",\n    \"latency_ms\": 81,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0037-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0038\",\n    \"latency_ms\": 98,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0038-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0039\",\n    \"latency_ms\": 32,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0039-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0040\",\n    \"latency_ms\": 49,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0040-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0041\",\n    \"latency_ms\": 66,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0041-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0042\",\n    \"latency_ms\": 83,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0042-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0043\",\n    \"latency_ms\": 100,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0043-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0044\",\n    \"latency_ms\": 34,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0044-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0045\",\n    \"latency_ms\": 51,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0045-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0046\",\n    \"latency_ms\": 68,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0046-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0047\",\n    \"latency_ms\": 85,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0047-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  }\n]",
      "content_sha256": "c7be7c1125445cbd8cb0b1ea5b109cf1fa8660c0c105dfa222a0aa8cb532d11f",
      "expected_answer": "RCV-399706661",
      "fixture_id": "holdout-013",
      "future_index": 31,
      "future_question": "What recovery code belongs to audit case CASE-0727-013?",
      "input_tokens": 3364,
      "primary_index": 34
    },
    {
      "compression_query": "Find initial auth incident INC-0727-014, its latency, and failure status.",
      "content": "[\n  {\n    \"audit_case\": \"CASE-ORD-0000\",\n    \"latency_ms\": 34,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0000-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0001\",\n    \"latency_ms\": 51,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0001-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0002\",\n    \"latency_ms\": 68,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0002-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0003\",\n    \"latency_ms\": 85,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0003-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0004\",\n    \"latency_ms\": 102,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0004-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0005\",\n    \"latency_ms\": 36,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0005-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0006\",\n    \"latency_ms\": 53,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0006-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0007\",\n    \"latency_ms\": 70,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0007-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0008\",\n    \"latency_ms\": 87,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0008-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0009\",\n    \"latency_ms\": 21,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0009-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0010\",\n    \"latency_ms\": 38,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0010-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0011\",\n    \"latency_ms\": 55,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0011-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0012\",\n    \"latency_ms\": 72,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0012-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0013\",\n    \"latency_ms\": 89,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0013-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0014\",\n    \"latency_ms\": 23,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0014-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0015\",\n    \"latency_ms\": 40,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0015-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0016\",\n    \"latency_ms\": 57,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0016-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0017\",\n    \"incident_id\": \"INC-0727-014\",\n    \"latency_ms\": 9925,\n    \"message\": \"initial refresh boundary incident\",\n    \"payload\": \"trace-0017-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"failed\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0018\",\n    \"latency_ms\": 91,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0018-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0019\",\n    \"latency_ms\": 25,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0019-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0020\",\n    \"latency_ms\": 42,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0020-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0021\",\n    \"latency_ms\": 59,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0021-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0022\",\n    \"latency_ms\": 76,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0022-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0023\",\n    \"latency_ms\": 93,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0023-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0024\",\n    \"latency_ms\": 27,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0024-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0025\",\n    \"latency_ms\": 44,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0025-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0026\",\n    \"latency_ms\": 61,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0026-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0027\",\n    \"latency_ms\": 78,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0027-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0028\",\n    \"latency_ms\": 95,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0028-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0029\",\n    \"latency_ms\": 29,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0029-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0030\",\n    \"latency_ms\": 46,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0030-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0031\",\n    \"latency_ms\": 63,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0031-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-0727-014\",\n    \"latency_ms\": 80,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-692298100 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-692298100\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0033\",\n    \"latency_ms\": 97,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0033-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0034\",\n    \"latency_ms\": 31,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0034-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0035\",\n    \"latency_ms\": 48,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0035-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0036\",\n    \"latency_ms\": 65,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0036-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0037\",\n    \"latency_ms\": 82,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0037-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0038\",\n    \"latency_ms\": 99,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0038-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0039\",\n    \"latency_ms\": 33,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0039-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0040\",\n    \"latency_ms\": 50,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0040-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0041\",\n    \"latency_ms\": 67,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0041-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0042\",\n    \"latency_ms\": 84,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0042-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0043\",\n    \"latency_ms\": 101,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0043-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0044\",\n    \"latency_ms\": 35,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0044-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0045\",\n    \"latency_ms\": 52,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0045-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0046\",\n    \"latency_ms\": 69,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0046-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0047\",\n    \"latency_ms\": 86,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0047-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  }\n]",
      "content_sha256": "11b8875751aab1501945e55f2738ccc682b79eee3135cef7a6e37f91f74d1e3d",
      "expected_answer": "RCV-692298100",
      "fixture_id": "holdout-014",
      "future_index": 32,
      "future_question": "What recovery code belongs to audit case CASE-0727-014?",
      "input_tokens": 3364,
      "primary_index": 17
    },
    {
      "compression_query": "Find initial auth incident INC-0727-015, its latency, and failure status.",
      "content": "[\n  {\n    \"audit_case\": \"CASE-ORD-0000\",\n    \"latency_ms\": 35,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0000-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0001\",\n    \"latency_ms\": 52,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0001-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0002\",\n    \"latency_ms\": 69,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0002-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0003\",\n    \"latency_ms\": 86,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0003-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0004\",\n    \"latency_ms\": 20,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0004-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0005\",\n    \"latency_ms\": 37,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0005-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0006\",\n    \"latency_ms\": 54,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0006-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0007\",\n    \"latency_ms\": 71,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0007-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0008\",\n    \"latency_ms\": 88,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0008-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0009\",\n    \"latency_ms\": 22,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0009-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0010\",\n    \"latency_ms\": 39,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0010-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0011\",\n    \"latency_ms\": 56,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0011-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0012\",\n    \"latency_ms\": 73,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0012-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0013\",\n    \"latency_ms\": 90,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0013-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0014\",\n    \"latency_ms\": 24,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0014-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0015\",\n    \"latency_ms\": 41,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0015-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0016\",\n    \"latency_ms\": 58,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0016-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0017\",\n    \"latency_ms\": 75,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0017-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0018\",\n    \"latency_ms\": 92,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0018-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0019\",\n    \"latency_ms\": 26,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0019-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0020\",\n    \"latency_ms\": 43,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0020-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0021\",\n    \"latency_ms\": 60,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0021-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0022\",\n    \"incident_id\": \"INC-0727-015\",\n    \"latency_ms\": 9926,\n    \"message\": \"initial refresh boundary incident\",\n    \"payload\": \"trace-0022-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"failed\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0023\",\n    \"latency_ms\": 94,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0023-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0024\",\n    \"latency_ms\": 28,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0024-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0025\",\n    \"latency_ms\": 45,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0025-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0026\",\n    \"latency_ms\": 62,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0026-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0027\",\n    \"latency_ms\": 79,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0027-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0028\",\n    \"latency_ms\": 96,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0028-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0029\",\n    \"latency_ms\": 30,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0029-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0030\",\n    \"latency_ms\": 47,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0030-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0031\",\n    \"latency_ms\": 64,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0031-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0032\",\n    \"latency_ms\": 81,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0032-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-0727-015\",\n    \"latency_ms\": 98,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-982475081 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-982475081\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0034\",\n    \"latency_ms\": 32,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0034-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0035\",\n    \"latency_ms\": 49,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0035-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0036\",\n    \"latency_ms\": 66,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0036-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0037\",\n    \"latency_ms\": 83,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0037-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0038\",\n    \"latency_ms\": 100,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0038-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0039\",\n    \"latency_ms\": 34,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0039-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0040\",\n    \"latency_ms\": 51,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0040-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0041\",\n    \"latency_ms\": 68,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0041-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0042\",\n    \"latency_ms\": 85,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0042-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0043\",\n    \"latency_ms\": 102,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0043-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0044\",\n    \"latency_ms\": 36,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0044-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0045\",\n    \"latency_ms\": 53,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0045-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0046\",\n    \"latency_ms\": 70,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0046-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0047\",\n    \"latency_ms\": 87,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0047-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  }\n]",
      "content_sha256": "6426deb678deb52c4d9abeddb1fe702f646fe0232f1a0f82678e71c75b1782aa",
      "expected_answer": "RCV-982475081",
      "fixture_id": "holdout-015",
      "future_index": 33,
      "future_question": "What recovery code belongs to audit case CASE-0727-015?",
      "input_tokens": 3364,
      "primary_index": 22
    },
    {
      "compression_query": "Find initial auth incident INC-0727-016, its latency, and failure status.",
      "content": "[\n  {\n    \"audit_case\": \"CASE-ORD-0000\",\n    \"latency_ms\": 36,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0000-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0001\",\n    \"latency_ms\": 53,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0001-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0002\",\n    \"latency_ms\": 70,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0002-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0003\",\n    \"latency_ms\": 87,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0003-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0004\",\n    \"latency_ms\": 21,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0004-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0005\",\n    \"latency_ms\": 38,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0005-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0006\",\n    \"latency_ms\": 55,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0006-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0007\",\n    \"latency_ms\": 72,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0007-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0008\",\n    \"latency_ms\": 89,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0008-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0009\",\n    \"latency_ms\": 23,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0009-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0010\",\n    \"latency_ms\": 40,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0010-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0011\",\n    \"latency_ms\": 57,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0011-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0012\",\n    \"latency_ms\": 74,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0012-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0013\",\n    \"latency_ms\": 91,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0013-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0014\",\n    \"latency_ms\": 25,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0014-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0015\",\n    \"latency_ms\": 42,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0015-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0016\",\n    \"latency_ms\": 59,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0016-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0017\",\n    \"latency_ms\": 76,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0017-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0018\",\n    \"latency_ms\": 93,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0018-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0019\",\n    \"latency_ms\": 27,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0019-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0020\",\n    \"latency_ms\": 44,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0020-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0021\",\n    \"latency_ms\": 61,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0021-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0022\",\n    \"latency_ms\": 78,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0022-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0023\",\n    \"latency_ms\": 95,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0023-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0024\",\n    \"latency_ms\": 29,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0024-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0025\",\n    \"latency_ms\": 46,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0025-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0026\",\n    \"latency_ms\": 63,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0026-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-0727-016\",\n    \"latency_ms\": 80,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-948360456 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-948360456\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0028\",\n    \"latency_ms\": 97,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0028-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0029\",\n    \"latency_ms\": 31,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0029-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0030\",\n    \"latency_ms\": 48,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0030-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0031\",\n    \"latency_ms\": 65,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0031-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0032\",\n    \"latency_ms\": 82,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0032-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0033\",\n    \"latency_ms\": 99,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0033-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0034\",\n    \"latency_ms\": 33,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0034-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0035\",\n    \"incident_id\": \"INC-0727-016\",\n    \"latency_ms\": 9927,\n    \"message\": \"initial refresh boundary incident\",\n    \"payload\": \"trace-0035-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"failed\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0036\",\n    \"latency_ms\": 67,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0036-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0037\",\n    \"latency_ms\": 84,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0037-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0038\",\n    \"latency_ms\": 101,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0038-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0039\",\n    \"latency_ms\": 35,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0039-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0040\",\n    \"latency_ms\": 52,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0040-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0041\",\n    \"latency_ms\": 69,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0041-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0042\",\n    \"latency_ms\": 86,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0042-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0043\",\n    \"latency_ms\": 20,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0043-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0044\",\n    \"latency_ms\": 37,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0044-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0045\",\n    \"latency_ms\": 54,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0045-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0046\",\n    \"latency_ms\": 71,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0046-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0047\",\n    \"latency_ms\": 88,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0047-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  }\n]",
      "content_sha256": "ecd88b02ec306685e42d4239b2ba6d819dc1ea9e16ef55af9d8725143f12c5b0",
      "expected_answer": "RCV-948360456",
      "fixture_id": "holdout-016",
      "future_index": 27,
      "future_question": "What recovery code belongs to audit case CASE-0727-016?",
      "input_tokens": 3364,
      "primary_index": 35
    },
    {
      "compression_query": "Find initial auth incident INC-0727-017, its latency, and failure status.",
      "content": "[\n  {\n    \"audit_case\": \"CASE-ORD-0000\",\n    \"latency_ms\": 37,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0000-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0001\",\n    \"latency_ms\": 54,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0001-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0002\",\n    \"latency_ms\": 71,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0002-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0003\",\n    \"latency_ms\": 88,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0003-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0004\",\n    \"latency_ms\": 22,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0004-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0005\",\n    \"latency_ms\": 39,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0005-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0006\",\n    \"latency_ms\": 56,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0006-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0007\",\n    \"latency_ms\": 73,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0007-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0008\",\n    \"latency_ms\": 90,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0008-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0009\",\n    \"latency_ms\": 24,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0009-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0010\",\n    \"latency_ms\": 41,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0010-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0011\",\n    \"latency_ms\": 58,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0011-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0012\",\n    \"latency_ms\": 75,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0012-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0013\",\n    \"latency_ms\": 92,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0013-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0014\",\n    \"latency_ms\": 26,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0014-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0015\",\n    \"latency_ms\": 43,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0015-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0016\",\n    \"latency_ms\": 60,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0016-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0017\",\n    \"latency_ms\": 77,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0017-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0018\",\n    \"incident_id\": \"INC-0727-017\",\n    \"latency_ms\": 9928,\n    \"message\": \"initial refresh boundary incident\",\n    \"payload\": \"trace-0018-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"failed\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0019\",\n    \"latency_ms\": 28,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0019-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0020\",\n    \"latency_ms\": 45,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0020-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0021\",\n    \"latency_ms\": 62,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0021-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0022\",\n    \"latency_ms\": 79,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0022-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0023\",\n    \"latency_ms\": 96,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0023-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0024\",\n    \"latency_ms\": 30,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0024-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0025\",\n    \"latency_ms\": 47,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0025-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0026\",\n    \"latency_ms\": 64,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0026-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0027\",\n    \"latency_ms\": 81,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0027-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0028\",\n    \"latency_ms\": 98,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0028-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0029\",\n    \"latency_ms\": 32,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0029-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0030\",\n    \"latency_ms\": 49,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0030-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0031\",\n    \"latency_ms\": 66,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0031-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0032\",\n    \"latency_ms\": 83,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0032-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-0727-017\",\n    \"latency_ms\": 100,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-946237985 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-946237985\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0034\",\n    \"latency_ms\": 34,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0034-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0035\",\n    \"latency_ms\": 51,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0035-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0036\",\n    \"latency_ms\": 68,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0036-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0037\",\n    \"latency_ms\": 85,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0037-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0038\",\n    \"latency_ms\": 102,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0038-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0039\",\n    \"latency_ms\": 36,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0039-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0040\",\n    \"latency_ms\": 53,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0040-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0041\",\n    \"latency_ms\": 70,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0041-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0042\",\n    \"latency_ms\": 87,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0042-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0043\",\n    \"latency_ms\": 21,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0043-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0044\",\n    \"latency_ms\": 38,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0044-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0045\",\n    \"latency_ms\": 55,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0045-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0046\",\n    \"latency_ms\": 72,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0046-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0047\",\n    \"latency_ms\": 89,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0047-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  }\n]",
      "content_sha256": "58a20ca430db536d90c1dfa59bd462a3f157dc5a3660df22f121d23e03604edd",
      "expected_answer": "RCV-946237985",
      "fixture_id": "holdout-017",
      "future_index": 33,
      "future_question": "What recovery code belongs to audit case CASE-0727-017?",
      "input_tokens": 3364,
      "primary_index": 18
    },
    {
      "compression_query": "Find initial auth incident INC-0727-018, its latency, and failure status.",
      "content": "[\n  {\n    \"audit_case\": \"CASE-ORD-0000\",\n    \"latency_ms\": 38,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0000-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0001\",\n    \"latency_ms\": 55,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0001-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0002\",\n    \"latency_ms\": 72,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0002-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0003\",\n    \"latency_ms\": 89,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0003-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0004\",\n    \"latency_ms\": 23,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0004-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0005\",\n    \"latency_ms\": 40,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0005-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0006\",\n    \"latency_ms\": 57,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0006-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0007\",\n    \"latency_ms\": 74,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0007-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0008\",\n    \"latency_ms\": 91,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0008-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0009\",\n    \"latency_ms\": 25,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0009-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0010\",\n    \"latency_ms\": 42,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0010-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0011\",\n    \"latency_ms\": 59,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0011-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0012\",\n    \"latency_ms\": 76,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0012-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0013\",\n    \"latency_ms\": 93,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0013-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0014\",\n    \"latency_ms\": 27,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0014-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-0727-018\",\n    \"latency_ms\": 44,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-369808962 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-369808962\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0016\",\n    \"latency_ms\": 61,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0016-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0017\",\n    \"latency_ms\": 78,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0017-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0018\",\n    \"latency_ms\": 95,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0018-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0019\",\n    \"latency_ms\": 29,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0019-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0020\",\n    \"latency_ms\": 46,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0020-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0021\",\n    \"latency_ms\": 63,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0021-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0022\",\n    \"latency_ms\": 80,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0022-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0023\",\n    \"latency_ms\": 97,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0023-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0024\",\n    \"incident_id\": \"INC-0727-018\",\n    \"latency_ms\": 9929,\n    \"message\": \"initial refresh boundary incident\",\n    \"payload\": \"trace-0024-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"failed\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0025\",\n    \"latency_ms\": 48,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0025-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0026\",\n    \"latency_ms\": 65,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0026-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0027\",\n    \"latency_ms\": 82,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0027-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0028\",\n    \"latency_ms\": 99,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0028-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0029\",\n    \"latency_ms\": 33,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0029-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0030\",\n    \"latency_ms\": 50,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0030-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0031\",\n    \"latency_ms\": 67,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0031-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0032\",\n    \"latency_ms\": 84,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0032-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0033\",\n    \"latency_ms\": 101,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0033-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0034\",\n    \"latency_ms\": 35,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0034-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0035\",\n    \"latency_ms\": 52,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0035-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0036\",\n    \"latency_ms\": 69,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0036-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0037\",\n    \"latency_ms\": 86,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0037-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0038\",\n    \"latency_ms\": 20,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0038-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0039\",\n    \"latency_ms\": 37,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0039-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0040\",\n    \"latency_ms\": 54,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0040-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0041\",\n    \"latency_ms\": 71,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0041-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0042\",\n    \"latency_ms\": 88,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0042-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0043\",\n    \"latency_ms\": 22,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0043-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0044\",\n    \"latency_ms\": 39,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0044-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0045\",\n    \"latency_ms\": 56,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0045-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0046\",\n    \"latency_ms\": 73,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0046-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0047\",\n    \"latency_ms\": 90,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0047-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  }\n]",
      "content_sha256": "987483a587007dec71cde72eb451459383f3e046ec526b3ed3da61dfafc014cc",
      "expected_answer": "RCV-369808962",
      "fixture_id": "holdout-018",
      "future_index": 15,
      "future_question": "What recovery code belongs to audit case CASE-0727-018?",
      "input_tokens": 3364,
      "primary_index": 24
    },
    {
      "compression_query": "Find initial auth incident INC-0727-019, its latency, and failure status.",
      "content": "[\n  {\n    \"audit_case\": \"CASE-ORD-0000\",\n    \"latency_ms\": 39,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0000-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0001\",\n    \"latency_ms\": 56,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0001-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0002\",\n    \"latency_ms\": 73,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0002-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0003\",\n    \"latency_ms\": 90,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0003-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0004\",\n    \"latency_ms\": 24,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0004-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0005\",\n    \"latency_ms\": 41,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0005-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0006\",\n    \"latency_ms\": 58,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0006-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0007\",\n    \"latency_ms\": 75,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0007-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0008\",\n    \"latency_ms\": 92,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0008-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0009\",\n    \"latency_ms\": 26,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0009-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0010\",\n    \"latency_ms\": 43,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0010-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0011\",\n    \"latency_ms\": 60,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0011-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0012\",\n    \"latency_ms\": 77,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0012-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0013\",\n    \"latency_ms\": 94,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0013-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0014\",\n    \"latency_ms\": 28,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0014-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-0727-019\",\n    \"latency_ms\": 45,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-231557197 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-231557197\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0016\",\n    \"latency_ms\": 62,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0016-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0017\",\n    \"incident_id\": \"INC-0727-019\",\n    \"latency_ms\": 9930,\n    \"message\": \"initial refresh boundary incident\",\n    \"payload\": \"trace-0017-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"failed\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0018\",\n    \"latency_ms\": 96,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0018-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0019\",\n    \"latency_ms\": 30,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0019-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0020\",\n    \"latency_ms\": 47,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0020-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0021\",\n    \"latency_ms\": 64,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0021-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0022\",\n    \"latency_ms\": 81,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0022-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0023\",\n    \"latency_ms\": 98,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0023-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0024\",\n    \"latency_ms\": 32,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0024-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0025\",\n    \"latency_ms\": 49,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0025-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0026\",\n    \"latency_ms\": 66,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0026-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0027\",\n    \"latency_ms\": 83,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0027-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0028\",\n    \"latency_ms\": 100,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0028-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0029\",\n    \"latency_ms\": 34,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0029-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0030\",\n    \"latency_ms\": 51,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0030-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0031\",\n    \"latency_ms\": 68,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0031-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0032\",\n    \"latency_ms\": 85,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0032-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0033\",\n    \"latency_ms\": 102,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0033-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0034\",\n    \"latency_ms\": 36,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0034-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0035\",\n    \"latency_ms\": 53,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0035-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0036\",\n    \"latency_ms\": 70,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0036-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0037\",\n    \"latency_ms\": 87,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0037-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0038\",\n    \"latency_ms\": 21,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0038-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0039\",\n    \"latency_ms\": 38,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0039-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0040\",\n    \"latency_ms\": 55,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0040-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0041\",\n    \"latency_ms\": 72,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0041-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0042\",\n    \"latency_ms\": 89,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0042-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0043\",\n    \"latency_ms\": 23,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0043-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0044\",\n    \"latency_ms\": 40,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0044-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0045\",\n    \"latency_ms\": 57,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0045-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0046\",\n    \"latency_ms\": 74,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0046-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0047\",\n    \"latency_ms\": 91,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0047-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  }\n]",
      "content_sha256": "aa18fd57bb5b28b58ba3049b4d682dea52716ecc88ddf83e0bbd4b6a1510dfbd",
      "expected_answer": "RCV-231557197",
      "fixture_id": "holdout-019",
      "future_index": 15,
      "future_question": "What recovery code belongs to audit case CASE-0727-019?",
      "input_tokens": 3364,
      "primary_index": 17
    },
    {
      "compression_query": "Find initial auth incident INC-0727-020, its latency, and failure status.",
      "content": "[\n  {\n    \"audit_case\": \"CASE-ORD-0000\",\n    \"latency_ms\": 40,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0000-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0001\",\n    \"latency_ms\": 57,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0001-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0002\",\n    \"latency_ms\": 74,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0002-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0003\",\n    \"latency_ms\": 91,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0003-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0004\",\n    \"latency_ms\": 25,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0004-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0005\",\n    \"latency_ms\": 42,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0005-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0006\",\n    \"latency_ms\": 59,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0006-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0007\",\n    \"latency_ms\": 76,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0007-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0008\",\n    \"latency_ms\": 93,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0008-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0009\",\n    \"latency_ms\": 27,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0009-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0010\",\n    \"latency_ms\": 44,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0010-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0011\",\n    \"latency_ms\": 61,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0011-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0012\",\n    \"latency_ms\": 78,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0012-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0013\",\n    \"latency_ms\": 95,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0013-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0014\",\n    \"latency_ms\": 29,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0014-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-0727-020\",\n    \"latency_ms\": 46,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-875587148 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-875587148\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0016\",\n    \"latency_ms\": 63,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0016-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0017\",\n    \"latency_ms\": 80,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0017-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0018\",\n    \"latency_ms\": 97,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0018-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0019\",\n    \"latency_ms\": 31,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0019-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0020\",\n    \"latency_ms\": 48,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0020-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0021\",\n    \"latency_ms\": 65,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0021-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0022\",\n    \"latency_ms\": 82,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0022-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0023\",\n    \"latency_ms\": 99,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0023-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0024\",\n    \"latency_ms\": 33,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0024-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0025\",\n    \"latency_ms\": 50,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0025-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0026\",\n    \"latency_ms\": 67,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0026-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0027\",\n    \"latency_ms\": 84,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0027-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0028\",\n    \"latency_ms\": 101,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0028-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0029\",\n    \"latency_ms\": 35,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0029-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0030\",\n    \"latency_ms\": 52,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0030-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0031\",\n    \"latency_ms\": 69,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0031-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0032\",\n    \"latency_ms\": 86,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0032-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0033\",\n    \"incident_id\": \"INC-0727-020\",\n    \"latency_ms\": 9931,\n    \"message\": \"initial refresh boundary incident\",\n    \"payload\": \"trace-0033-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"failed\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0034\",\n    \"latency_ms\": 37,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0034-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0035\",\n    \"latency_ms\": 54,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0035-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0036\",\n    \"latency_ms\": 71,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0036-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0037\",\n    \"latency_ms\": 88,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0037-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0038\",\n    \"latency_ms\": 22,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0038-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0039\",\n    \"latency_ms\": 39,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0039-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0040\",\n    \"latency_ms\": 56,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0040-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0041\",\n    \"latency_ms\": 73,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0041-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0042\",\n    \"latency_ms\": 90,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0042-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0043\",\n    \"latency_ms\": 24,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0043-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0044\",\n    \"latency_ms\": 41,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0044-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0045\",\n    \"latency_ms\": 58,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0045-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0046\",\n    \"latency_ms\": 75,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0046-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0047\",\n    \"latency_ms\": 92,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0047-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  }\n]",
      "content_sha256": "4b5a012b4dd018b85c0160ddd52083b067bbc79aecd10465aade6207efda4507",
      "expected_answer": "RCV-875587148",
      "fixture_id": "holdout-020",
      "future_index": 15,
      "future_question": "What recovery code belongs to audit case CASE-0727-020?",
      "input_tokens": 3364,
      "primary_index": 33
    },
    {
      "compression_query": "Find initial auth incident INC-0727-021, its latency, and failure status.",
      "content": "[\n  {\n    \"audit_case\": \"CASE-ORD-0000\",\n    \"latency_ms\": 41,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0000-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0001\",\n    \"latency_ms\": 58,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0001-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0002\",\n    \"latency_ms\": 75,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0002-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0003\",\n    \"latency_ms\": 92,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0003-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0004\",\n    \"latency_ms\": 26,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0004-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0005\",\n    \"latency_ms\": 43,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0005-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0006\",\n    \"latency_ms\": 60,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0006-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0007\",\n    \"latency_ms\": 77,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0007-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0008\",\n    \"latency_ms\": 94,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0008-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0009\",\n    \"latency_ms\": 28,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0009-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0010\",\n    \"latency_ms\": 45,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0010-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0011\",\n    \"latency_ms\": 62,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0011-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0012\",\n    \"latency_ms\": 79,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0012-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0013\",\n    \"latency_ms\": 96,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0013-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0014\",\n    \"latency_ms\": 30,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0014-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0015\",\n    \"latency_ms\": 47,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0015-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0016\",\n    \"latency_ms\": 64,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0016-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0017\",\n    \"latency_ms\": 81,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0017-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0018\",\n    \"latency_ms\": 98,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0018-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0019\",\n    \"latency_ms\": 32,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0019-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0020\",\n    \"latency_ms\": 49,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0020-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0021\",\n    \"latency_ms\": 66,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0021-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0022\",\n    \"latency_ms\": 83,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0022-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0023\",\n    \"latency_ms\": 100,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0023-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0024\",\n    \"latency_ms\": 34,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0024-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0025\",\n    \"latency_ms\": 51,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0025-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0026\",\n    \"latency_ms\": 68,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0026-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0027\",\n    \"latency_ms\": 85,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0027-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0028\",\n    \"incident_id\": \"INC-0727-021\",\n    \"latency_ms\": 9932,\n    \"message\": \"initial refresh boundary incident\",\n    \"payload\": \"trace-0028-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"failed\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0029\",\n    \"latency_ms\": 36,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0029-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0030\",\n    \"latency_ms\": 53,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0030-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0031\",\n    \"latency_ms\": 70,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0031-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-0727-021\",\n    \"latency_ms\": 87,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-142382751 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-142382751\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0033\",\n    \"latency_ms\": 21,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0033-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0034\",\n    \"latency_ms\": 38,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0034-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0035\",\n    \"latency_ms\": 55,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0035-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0036\",\n    \"latency_ms\": 72,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0036-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0037\",\n    \"latency_ms\": 89,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0037-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0038\",\n    \"latency_ms\": 23,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0038-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0039\",\n    \"latency_ms\": 40,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0039-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0040\",\n    \"latency_ms\": 57,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0040-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0041\",\n    \"latency_ms\": 74,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0041-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0042\",\n    \"latency_ms\": 91,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0042-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0043\",\n    \"latency_ms\": 25,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0043-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0044\",\n    \"latency_ms\": 42,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0044-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0045\",\n    \"latency_ms\": 59,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0045-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0046\",\n    \"latency_ms\": 76,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0046-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0047\",\n    \"latency_ms\": 93,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0047-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  }\n]",
      "content_sha256": "9eb9320c214b62ad2b3d05862c1cfef7d1bb31aefa6358076038852ae1d3b54c",
      "expected_answer": "RCV-142382751",
      "fixture_id": "holdout-021",
      "future_index": 32,
      "future_question": "What recovery code belongs to audit case CASE-0727-021?",
      "input_tokens": 3364,
      "primary_index": 28
    },
    {
      "compression_query": "Find initial auth incident INC-0727-022, its latency, and failure status.",
      "content": "[\n  {\n    \"audit_case\": \"CASE-ORD-0000\",\n    \"latency_ms\": 42,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0000-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0001\",\n    \"latency_ms\": 59,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0001-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0002\",\n    \"latency_ms\": 76,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0002-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0003\",\n    \"latency_ms\": 93,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0003-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0004\",\n    \"latency_ms\": 27,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0004-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0005\",\n    \"latency_ms\": 44,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0005-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0006\",\n    \"latency_ms\": 61,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0006-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0007\",\n    \"latency_ms\": 78,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0007-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0008\",\n    \"latency_ms\": 95,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0008-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0009\",\n    \"latency_ms\": 29,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0009-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0010\",\n    \"latency_ms\": 46,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0010-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0011\",\n    \"latency_ms\": 63,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0011-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0012\",\n    \"latency_ms\": 80,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0012-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0013\",\n    \"latency_ms\": 97,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0013-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0014\",\n    \"latency_ms\": 31,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0014-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0015\",\n    \"latency_ms\": 48,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0015-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0016\",\n    \"latency_ms\": 65,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0016-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0017\",\n    \"latency_ms\": 82,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0017-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0018\",\n    \"latency_ms\": 99,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0018-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0019\",\n    \"latency_ms\": 33,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0019-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0020\",\n    \"latency_ms\": 50,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0020-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0021\",\n    \"latency_ms\": 67,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0021-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0022\",\n    \"latency_ms\": 84,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0022-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0023\",\n    \"latency_ms\": 101,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0023-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0024\",\n    \"latency_ms\": 35,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0024-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0025\",\n    \"latency_ms\": 52,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0025-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0026\",\n    \"latency_ms\": 69,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0026-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0027\",\n    \"latency_ms\": 86,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0027-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0028\",\n    \"latency_ms\": 20,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0028-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0029\",\n    \"latency_ms\": 37,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0029-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0030\",\n    \"latency_ms\": 54,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0030-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0031\",\n    \"latency_ms\": 71,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0031-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0032\",\n    \"incident_id\": \"INC-0727-022\",\n    \"latency_ms\": 9933,\n    \"message\": \"initial refresh boundary incident\",\n    \"payload\": \"trace-0032-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"failed\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0033\",\n    \"latency_ms\": 22,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0033-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0034\",\n    \"latency_ms\": 39,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0034-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-0727-022\",\n    \"latency_ms\": 56,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-319015765 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-319015765\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0036\",\n    \"latency_ms\": 73,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0036-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0037\",\n    \"latency_ms\": 90,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0037-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0038\",\n    \"latency_ms\": 24,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0038-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0039\",\n    \"latency_ms\": 41,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0039-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0040\",\n    \"latency_ms\": 58,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0040-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0041\",\n    \"latency_ms\": 75,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0041-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0042\",\n    \"latency_ms\": 92,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0042-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0043\",\n    \"latency_ms\": 26,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0043-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0044\",\n    \"latency_ms\": 43,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0044-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0045\",\n    \"latency_ms\": 60,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0045-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0046\",\n    \"latency_ms\": 77,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0046-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0047\",\n    \"latency_ms\": 94,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0047-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  }\n]",
      "content_sha256": "b96e2fde63b3c04952f8c7613f17a4c24bfda50fac7838d417cf513d697cbc28",
      "expected_answer": "RCV-319015765",
      "fixture_id": "holdout-022",
      "future_index": 35,
      "future_question": "What recovery code belongs to audit case CASE-0727-022?",
      "input_tokens": 3364,
      "primary_index": 32
    },
    {
      "compression_query": "Find initial auth incident INC-0727-023, its latency, and failure status.",
      "content": "[\n  {\n    \"audit_case\": \"CASE-ORD-0000\",\n    \"latency_ms\": 43,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0000-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0001\",\n    \"latency_ms\": 60,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0001-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0002\",\n    \"latency_ms\": 77,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0002-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0003\",\n    \"latency_ms\": 94,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0003-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0004\",\n    \"latency_ms\": 28,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0004-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0005\",\n    \"latency_ms\": 45,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0005-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0006\",\n    \"latency_ms\": 62,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0006-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0007\",\n    \"latency_ms\": 79,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0007-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0008\",\n    \"latency_ms\": 96,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0008-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0009\",\n    \"latency_ms\": 30,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0009-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0010\",\n    \"latency_ms\": 47,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0010-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0011\",\n    \"latency_ms\": 64,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0011-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0012\",\n    \"latency_ms\": 81,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0012-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0013\",\n    \"latency_ms\": 98,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0013-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0014\",\n    \"latency_ms\": 32,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0014-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0015\",\n    \"latency_ms\": 49,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0015-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0016\",\n    \"latency_ms\": 66,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0016-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0017\",\n    \"latency_ms\": 83,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0017-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0018\",\n    \"latency_ms\": 100,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0018-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0019\",\n    \"latency_ms\": 34,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0019-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0020\",\n    \"latency_ms\": 51,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0020-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0021\",\n    \"latency_ms\": 68,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0021-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0022\",\n    \"latency_ms\": 85,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0022-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0023\",\n    \"latency_ms\": 102,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0023-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0024\",\n    \"latency_ms\": 36,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0024-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0025\",\n    \"latency_ms\": 53,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0025-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0026\",\n    \"latency_ms\": 70,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0026-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0027\",\n    \"latency_ms\": 87,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0027-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0028\",\n    \"latency_ms\": 21,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0028-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-0727-023\",\n    \"latency_ms\": 38,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-974687306 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-974687306\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0030\",\n    \"latency_ms\": 55,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0030-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0031\",\n    \"latency_ms\": 72,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0031-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0032\",\n    \"latency_ms\": 89,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0032-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0033\",\n    \"latency_ms\": 23,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0033-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0034\",\n    \"incident_id\": \"INC-0727-023\",\n    \"latency_ms\": 9934,\n    \"message\": \"initial refresh boundary incident\",\n    \"payload\": \"trace-0034-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"failed\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0035\",\n    \"latency_ms\": 57,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0035-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0036\",\n    \"latency_ms\": 74,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0036-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0037\",\n    \"latency_ms\": 91,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0037-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0038\",\n    \"latency_ms\": 25,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0038-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0039\",\n    \"latency_ms\": 42,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0039-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0040\",\n    \"latency_ms\": 59,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0040-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0041\",\n    \"latency_ms\": 76,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0041-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0042\",\n    \"latency_ms\": 93,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0042-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0043\",\n    \"latency_ms\": 27,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0043-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0044\",\n    \"latency_ms\": 44,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0044-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0045\",\n    \"latency_ms\": 61,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0045-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0046\",\n    \"latency_ms\": 78,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0046-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  },\n  {\n    \"audit_case\": \"CASE-ORD-0047\",\n    \"latency_ms\": 95,\n    \"message\": \"routine audit event completed\",\n    \"payload\": \"trace-0047-xxxxxxxxxxxxxxxxxxxxx\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  }\n]",
      "content_sha256": "2bf6adc93a5da0748828c1c4e68e63b370d1865d6c39a0270871f819b07ac69b",
      "expected_answer": "RCV-974687306",
      "fixture_id": "holdout-023",
      "future_index": 29,
      "future_question": "What recovery code belongs to audit case CASE-0727-023?",
      "input_tokens": 3364,
      "primary_index": 34
    }
  ],
  "generated_at": "2026-07-15T02:20:50.472503+00:00",
  "generation": {
    "num_ctx": 8192,
    "num_predict": 24,
    "seed": 0,
    "temperature": 0
  },
  "limitations": [
    "Local qwen2.5:1.5b short-answer behavior is not evidence about hosted frontier models.",
    "Synthetic JSON audit logs isolate query shift and recovery; they do not represent every agent workload.",
    "External Baseline recovery composes public compress() with its persistent CompressionStore contract; MCP transport latency is excluded.",
    "A single exact RETRIEVE token is required; wrong or verbose first responses do not receive oracle recovery.",
    "No aggregate product score or universal superiority claim is allowed."
  ],
  "payload_sha256": "46c5d9b60268daed78d063626885e12989d834444c16dc86744cd2b39bd46648",
  "phase": "holdout",
  "prompt_template_sha256": "4f833e34143aee1e422e87d9a831f56eefdfd22660f955c424e4eb1fb5d1fa59",
  "protocol": {
    "claim_policy": {
      "aggregate_product_score_allowed": false,
      "development_claims_allowed": false,
      "frontier_model_claim_allowed": false,
      "negative_results_are_published": true,
      "paired_superiority_requires_mcnemar_p_lte": 0.05,
      "scoped_holdout_claim_requires_complete_gate": true,
      "universal_superiority_claim_allowed": false
    },
    "definitions": {
      "bounded_exact_excerpt": "A complete exact JSON object is preferred when it fits. Otherwise an oversized stored span returns an exact source lead plus exact query-local window separated by an explicit gap marker; full-span retrieval remains available.",
      "effective_tokens": "Active context tokens plus recovery tokens only for trials where retrieval was triggered.",
      "external_adapter_recovery_scope": "The runner composes External Baseline's public compress() with the same persistent CompressionStore store/retrieve contract used by its MCP server; it does not claim an MCP transport measurement.",
      "final_exact_accuracy": "The first response is final unless it is RETRIEVE; then the single recovery retry is final.",
      "model_scope": "Qwen2.5 1.5B Q4_K_M is a local deterministic workflow guard only, not a frontier-model quality proxy.",
      "model_triggered_recovery": "Recovery is called only when the first model response canonicalizes exactly to RETRIEVE.",
      "query_shift": "Compression sees only the initial incident question. The future audit question is revealed after compression."
    },
    "entroly_budget_tokens": 600,
    "entroly_recovery_excerpt_tokens": 600,
    "entroly_recovery_strategy": "complete exact query-matching JSON object when it fits; capped exact lead-plus-query-window fallback otherwise",
    "entroly_retrieval_limit": 3,
    "external_adapter_model": "gpt-4o",
    "external_adapter_savings_profile": "agent-90",
    "external_adapter_target_ratio": 0.25,
    "fixture_generator": "query-shift-json-v1",
    "fixture_rows": 48,
    "frozen_at": "2026-07-15T01:22:30Z",
    "future_payload_chars": 512,
    "ollama": {
      "base_url": "http://127.0.0.1:11434",
      "model": "qwen2.5:1.5b",
      "num_ctx": 8192,
      "num_predict": 24,
      "seed": 0,
      "temperature": 0,
      "timeout_seconds": 180
    },
    "ordinary_payload_chars": 32,
    "participants": {
      "entroly": {
        "compression_entry_point": "entroly.compression_proxy.compress_proxy_payload",
        "package": "entroly",
        "retrieval_entry_point": "entroly.compression_retrieval_store.CompressionRetrievalStore.search_exact_excerpts",
        "version": "1.0.59"
      },
      "external_adapter": {
        "compression_entry_point": "external_adapter.compress",
        "package": "external-adapter",
        "retrieval_entry_point": "external_adapter.cache.compression_store.CompressionStore.retrieve",
        "version": "0.31.0"
      }
    },
    "phases": {
      "development": {
        "seed": 20260726,
        "trials": 4
      },
      "holdout": {
        "seed": 20260727,
        "trials": 24
      }
    },
    "quality_gates": {
      "complete_matrix": true,
      "failures_remain_in_sample": true,
      "no_oracle_retrieval": true,
      "persistent_recovery_exact_bytes": true,
      "raw_exact_accuracy": 1.0
    },
    "schema_version": "entroly.model-recovery-protocol.v7",
    "shared_tokenizer": "o200k_base",
    "supersedes": {
      "accepted_holdout_artifact": "benchmarks/results/model_recovery_v5_holdout.json",
      "accepted_protocol": "benchmarks/model_recovery_protocol_v5.json",
      "reason": "V5 passed all execution and integrity gates, but its report generator carried a stale 7B/32K limitation label even though the embedded model identity and protocol correctly recorded qwen2.5:1.5b. V6 tested scalar field projection and was rejected after development accuracy fell to 25%. V7 restores V5's complete source-exact JSON object recovery, fixes model-scope metadata generation, and uses fresh development and holdout seeds.",
      "rejected_development_artifact": "benchmarks/results/model_recovery_v6_development.json",
      "rejected_development_protocol": "benchmarks/model_recovery_protocol_v6.json"
    }
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  "protocol_sha256": "0c09fed5aedc7458f82c0d7e4f173d4bd24cee6320c88b7dd9c4d717be65ef47",
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    "no_errors": true,
    "passed": true,
    "persistent_recovery_exact_bytes": true,
    "raw_exact_accuracy": 1.0
  },
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      "fixture_id": "holdout-003",
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      "retrieval": {
        "content": "[Recovered Entroly span d3fb93ef08fd4dc6]\n{\n    \"audit_case\": \"CASE-0727-003\",\n    \"latency_ms\": 95,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-839779230 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-839779230\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  }",
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        "active_tokens": 616,
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        "native_metrics": {
          "compressed_blocks": 1,
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        },
        "operation": "compress",
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      "final_exact": true,
      "fixture_id": "holdout-005",
      "input_tokens": 3364,
      "recovery_tokens": 356,
      "retrieval": {
        "content": "[Recovered Entroly span c50a62a74878cb3f]\n{\n    \"audit_case\": \"CASE-0727-005\",\n    \"latency_ms\": 71,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-536868704 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-536868704\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  }",
        "content_sha256": "d5a368d994fa614ddfb17d1c48337923ebad08ffecd8c0148adf336eb67be23e",
        "items": [
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            "content_sha256": "2e6de23698cb5210bc720496d6d44803d36706fd0068d6b0363fe4c0f91c46ea",
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        "operation": "retrieve",
        "python": "3.10.0",
        "status": "ok",
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      "retrieval_status": "ok",
      "retrieval_triggered": true,
      "retry_response": {
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    {
      "active_contains_expected": true,
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      "active_response": {
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        "eval_count": 13,
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      "active_tokens": 1447,
      "changed": true,
      "compression": {
        "active_context": "\"[48]{audit_case:string,latency_ms:int,message:string,payload:string,service:string,status:string,incident_id:string?,recovery_code:string?}\\nCASE-ORD-0000,25,routine audit event completed,trace-0000-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0001,42,routine audit event completed,trace-0001-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0002,59,routine audit event completed,trace-0002-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0003,76,routine audit event completed,trace-0003-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0004,93,routine audit event completed,trace-0004-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0005,27,routine audit event completed,trace-0005-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0006,44,routine audit event completed,trace-0006-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0007,61,routine audit event completed,trace-0007-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0008,78,routine audit event completed,trace-0008-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0009,95,routine audit event completed,trace-0009-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0010,29,routine audit event completed,trace-0010-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0011,46,routine audit event completed,trace-0011-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0012,63,routine audit event completed,trace-0012-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0013,80,routine audit event completed,trace-0013-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0014,97,routine audit event completed,trace-0014-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0015,9916,initial refresh boundary incident,trace-0015-xxxxxxxxxxxxxxxxxxxxx,auth,failed,INC-0727-005,\\nCASE-ORD-0016,48,routine audit event completed,trace-0016-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0017,65,routine audit event completed,trace-0017-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0018,82,routine audit event completed,trace-0018-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0019,99,routine audit event completed,trace-0019-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0020,33,routine audit event completed,trace-0020-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0021,50,routine audit event completed,trace-0021-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0022,67,routine audit event completed,trace-0022-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0023,84,routine audit event completed,trace-0023-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0024,101,routine audit event completed,trace-0024-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0025,35,routine audit event completed,trace-0025-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0026,52,routine audit event completed,trace-0026-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0027,69,routine audit event completed,trace-0027-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0028,86,routine audit event completed,trace-0028-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0029,20,routine audit event completed,trace-0029-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0030,37,routine audit event completed,trace-0030-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0031,54,routine audit event completed,trace-0031-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-0727-005,71,archived compliance recovery record,<<ccr:6f82e9e26096,string,548B>>,search,ok,,RCV-536868704\\nCASE-ORD-0033,88,routine audit event completed,trace-0033-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0034,22,routine audit event completed,trace-0034-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0035,39,routine audit event completed,trace-0035-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0036,56,routine audit event completed,trace-0036-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0037,73,routine audit event completed,trace-0037-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0038,90,routine audit event completed,trace-0038-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0039,24,routine audit event completed,trace-0039-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0040,41,routine audit event completed,trace-0040-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0041,58,routine audit event completed,trace-0041-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0042,75,routine audit event completed,trace-0042-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0043,92,routine audit event completed,trace-0043-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0044,26,routine audit event completed,trace-0044-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0045,43,routine audit event completed,trace-0045-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0046,60,routine audit event completed,trace-0046-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0047,77,routine audit event completed,trace-0047-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\n\"",
        "active_sha256": "c546197a6085290c043cf7fab62e90058665d10825cff756bb9cb58434985732",
        "active_tokens": 1447,
        "changed": true,
        "native_metrics": {
          "tokens_after": 1497,
          "tokens_before": 3414,
          "transforms": [
            "router:smart_crusher:0.18"
          ]
        },
        "operation": "compress",
        "python": "3.10.0",
        "retrieval_handle": {
          "hash": "7f3b99d0eca53225bc1dc1fc"
        },
        "stderr": "Content detection using pure-Python backend (native Magika/ONNX detector is unsafe by default on Windows; override with EXTERNAL_ADAPTER_DETECT_BACKEND=rust).",
        "system": "external_adapter",
        "version": "0.31.0"
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      "effective_tokens": 1447,
      "errors": [],
      "final_exact": true,
      "fixture_id": "holdout-005",
      "input_tokens": 3364,
      "recovery_tokens": 0,
      "retrieval": null,
      "retrieval_status": null,
      "retrieval_triggered": false,
      "retry_response": null,
      "system": "external_adapter"
    },
    {
      "active_contains_expected": false,
      "active_exact": false,
      "active_response": {
        "canonical_prediction": "retrieve",
        "context_sha256": "306089122b7a34f099a55c25bf294c2cc99655350a2476d994ac55b85722d50f",
        "context_tokens": 616,
        "done": true,
        "error": null,
        "eval_count": 5,
        "latency_ms": 10001.368,
        "prediction": "RETRIEVE",
        "prediction_sha256": "44551bee544aabfe7a14edc9b7977c96c61d44f8100046734f7205398b82f147",
        "prompt_sha256": "20c6210d3c5b96e738dacca6c14f88a1102d5eaba058f8af5a3622062affbe40"
      },
      "active_tokens": 616,
      "changed": true,
      "compression": {
        "active_context": "{\n  \"counts\": {\n    \"dict\": 48,\n    \"int\": 48,\n    \"list\": 1,\n    \"str\": 242\n  },\n  \"elc\": \"json evidence-locked compression\",\n  \"outliers\": [],\n  \"query_matches\": [\n    {\n      \"audit_case\": \"CASE-ORD-0013\",\n      \"incident_id\": \"INC-0727-006\",\n      \"latency_ms\": 9917,\n      \"message\": \"initial refresh boundary incident\",\n      \"payload\": \"trace-0013-xxxxxxxxxxxxxxxxxxxxx\",\n      \"service\": \"auth\",\n      \"status\": \"failed\"\n    },\n    {\n      \"audit_case\": \"CASE-ORD-0000\",\n      \"latency_ms\": 26,\n      \"message\": \"routine audit event completed\",\n      \"payload\": \"trace-0000-xxxxxxxxxxxxxxxxxxxxx\",\n      \"service\": \"auth\",\n      \"status\": \"ok\"\n    },\n    {\n      \"audit_case\": \"CASE-ORD-0003\",\n      \"latency_ms\": 77,\n      \"message\": \"routine audit event completed\",\n      \"payload\": \"trace-0003-xxxxxxxxxxxxxxxxxxxxx\",\n      \"service\": \"auth\",\n      \"status\": \"ok\"\n    },\n    {\n      \"audit_case\": \"CASE-ORD-0006\",\n      \"latency_ms\": 45,\n      \"message\": \"routine audit event completed\",\n      \"payload\": \"trace-0006-xxxxxxxxxxxxxxxxxxxxx\",\n      \"service\": \"auth\",\n      \"status\": \"ok\"\n    },\n    {\n      \"audit_case\": \"CASE-ORD-0009\",\n      \"latency_ms\": 96,\n      \"message\": \"routine audit event completed\",\n      \"payload\": \"trace-0009-xxxxxxxxxxxxxxxxxxxxx\",\n      \"service\": \"auth\",\n      \"status\": \"ok\"\n    },\n    {\n      \"audit_case\": \"CASE-ORD-0012\",\n      \"latency_ms\": 64,\n      \"message\": \"routine audit event completed\",\n      \"payload\": \"trace-0012-xxxxxxxxxxxxxxxxxxxxx\",\n      \"service\": \"auth\",\n      \"status\": \"ok\"\n    }\n  ],\n  \"schema\": {\n    \"first\": {\n      \"audit_case\": \"CASE-ORD-0000\",\n      \"latency_ms\": \"<int>\",\n      \"message\": \"routine audit event completed\",\n      \"payload\": \"trace-0000-xxxxxxxxxxxxxxxxxxxxx\",\n      \"service\": \"auth\",\n      \"status\": \"ok\"\n    },\n    \"items\": 48,\n    \"last\": {\n      \"audit_case\": \"CASE-ORD-0047\",\n      \"latency_ms\": \"<int>\",\n      \"message\": \"routine audit event completed\",\n      \"payload\": \"trace-0047-xxxxxxxxxxxxxxxxxxxxx\",\n      \"service\": \"search\",\n      \"status\": \"ok\"\n    },\n    \"type\": \"array\"\n  }\n}",
        "active_sha256": "306089122b7a34f099a55c25bf294c2cc99655350a2476d994ac55b85722d50f",
        "active_tokens": 616,
        "changed": true,
        "native_metrics": {
          "compressed_blocks": 1,
          "receipt_count": 1,
          "stored_span_count": 1
        },
        "operation": "compress",
        "python": "3.10.0",
        "retrieval_handle": {
          "receipt_ids": [
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        },
        "system": "entroly",
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      "effective_tokens": 974,
      "errors": [],
      "final_exact": true,
      "fixture_id": "holdout-006",
      "input_tokens": 3364,
      "recovery_tokens": 358,
      "retrieval": {
        "content": "[Recovered Entroly span 2fc55c5c73c6284b]\n{\n    \"audit_case\": \"CASE-0727-006\",\n    \"latency_ms\": 100,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-981081636 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-981081636\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  }",
        "content_sha256": "1f622325477fe71d7f2197eaf3e864d7af244a65314be04993fd322ca20676dd",
        "items": [
          {
            "content_sha256": "bd1a8323e026e4daea2e644e91cca5bbfb36c8b49c0f0371239f01963d3f2be6",
            "receipt_id": "744fc220fb6592e4",
            "span_id": "2fc55c5c73c6284b"
          }
        ],
        "operation": "retrieve",
        "python": "3.10.0",
        "status": "ok",
        "system": "entroly",
        "tokens": 358,
        "version": "1.0.59"
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      "retrieval_status": "ok",
      "retrieval_triggered": true,
      "retry_response": {
        "canonical_prediction": "rcv-981081636",
        "context_sha256": "c3e744559c2be951626e6ea3a9990093c61efe8adeae7a1af58524736e7eed9a",
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        "latency_ms": 15004.853,
        "prediction": "RCV-981081636",
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        "prompt_sha256": "b34f3db09b30e986db47c135d3120fdcd3235526eb20436e676536457f64f8e8"
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      "system": "entroly"
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    {
      "active_contains_expected": true,
      "active_exact": false,
      "active_response": {
        "canonical_prediction": "inc-0727-006",
        "context_sha256": "0b43400f89dd98f6f6699c410a25a5e5397f5b1a57c0a668ba937679cf3a81a5",
        "context_tokens": 1445,
        "done": true,
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        "eval_count": 11,
        "latency_ms": 27028.388,
        "prediction": "INC-0727-006",
        "prediction_sha256": "ddbd72eb153d3e8809730e8b7dcf59336ede80fe25abc40430946cf4c881b691",
        "prompt_sha256": "b57e36e37074291cb977e315893b3afc0e0faf0ab54e8f88099afc35083aef6a"
      },
      "active_tokens": 1445,
      "changed": true,
      "compression": {
        "active_context": "\"[48]{audit_case:string,latency_ms:int,message:string,payload:string,service:string,status:string,incident_id:string?,recovery_code:string?}\\nCASE-ORD-0000,26,routine audit event completed,trace-0000-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0001,43,routine audit event completed,trace-0001-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0002,60,routine audit event completed,trace-0002-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0003,77,routine audit event completed,trace-0003-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0004,94,routine audit event completed,trace-0004-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0005,28,routine audit event completed,trace-0005-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0006,45,routine audit event completed,trace-0006-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0007,62,routine audit event completed,trace-0007-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0008,79,routine audit event completed,trace-0008-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0009,96,routine audit event completed,trace-0009-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0010,30,routine audit event completed,trace-0010-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0011,47,routine audit event completed,trace-0011-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0012,64,routine audit event completed,trace-0012-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0013,9917,initial refresh boundary incident,trace-0013-xxxxxxxxxxxxxxxxxxxxx,auth,failed,INC-0727-006,\\nCASE-ORD-0014,98,routine audit event completed,trace-0014-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0015,32,routine audit event completed,trace-0015-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0016,49,routine audit event completed,trace-0016-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0017,66,routine audit event completed,trace-0017-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0018,83,routine audit event completed,trace-0018-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-0727-006,100,archived compliance recovery record,<<ccr:076d42457cce,string,548B>>,billing,ok,,RCV-981081636\\nCASE-ORD-0020,34,routine audit event completed,trace-0020-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0021,51,routine audit event completed,trace-0021-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0022,68,routine audit event completed,trace-0022-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0023,85,routine audit event completed,trace-0023-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0024,102,routine audit event completed,trace-0024-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0025,36,routine audit event completed,trace-0025-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0026,53,routine audit event completed,trace-0026-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0027,70,routine audit event completed,trace-0027-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0028,87,routine audit event completed,trace-0028-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0029,21,routine audit event completed,trace-0029-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0030,38,routine audit event completed,trace-0030-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0031,55,routine audit event completed,trace-0031-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0032,72,routine audit event completed,trace-0032-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0033,89,routine audit event completed,trace-0033-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0034,23,routine audit event completed,trace-0034-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0035,40,routine audit event completed,trace-0035-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0036,57,routine audit event completed,trace-0036-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0037,74,routine audit event completed,trace-0037-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0038,91,routine audit event completed,trace-0038-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0039,25,routine audit event completed,trace-0039-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0040,42,routine audit event completed,trace-0040-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0041,59,routine audit event completed,trace-0041-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0042,76,routine audit event completed,trace-0042-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0043,93,routine audit event completed,trace-0043-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0044,27,routine audit event completed,trace-0044-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0045,44,routine audit event completed,trace-0045-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0046,61,routine audit event completed,trace-0046-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0047,78,routine audit event completed,trace-0047-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\n\"",
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        "retrieval_handle": {
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        "stderr": "Content detection using pure-Python backend (native Magika/ONNX detector is unsafe by default on Windows; override with EXTERNAL_ADAPTER_DETECT_BACKEND=rust).",
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      "compression": {
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      "retrieval": {
        "content": "[Recovered Entroly span c58f927050193377]\n{\n    \"audit_case\": \"CASE-0727-007\",\n    \"latency_ms\": 39,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-530042314 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-530042314\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  }",
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        "status": "ok",
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        "prediction": "RCV-530042314",
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        "active_tokens": 1445,
        "changed": true,
        "native_metrics": {
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        "python": "3.10.0",
        "retrieval_handle": {
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        },
        "stderr": "Content detection using pure-Python backend (native Magika/ONNX detector is unsafe by default on Windows; override with EXTERNAL_ADAPTER_DETECT_BACKEND=rust).",
        "system": "external_adapter",
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    {
      "active_contains_expected": false,
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      "active_tokens": 616,
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      "compression": {
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        "native_metrics": {
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      "effective_tokens": 971,
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      "final_exact": true,
      "fixture_id": "holdout-008",
      "input_tokens": 3364,
      "recovery_tokens": 355,
      "retrieval": {
        "content": "[Recovered Entroly span b89d1c523431d458]\n{\n    \"audit_case\": \"CASE-0727-008\",\n    \"latency_ms\": 91,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-553861866 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-553861866\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  }",
        "content_sha256": "626f23a4947a28e011d8e467ec7989f898175ff86cf2cee6299f4925f1884db7",
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        "active_tokens": 616,
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        "native_metrics": {
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        "operation": "compress",
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      "final_exact": true,
      "fixture_id": "holdout-010",
      "input_tokens": 3364,
      "recovery_tokens": 357,
      "retrieval": {
        "content": "[Recovered Entroly span f7a8abe0efb05ebf]\n{\n    \"audit_case\": \"CASE-0727-010\",\n    \"latency_ms\": 44,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-873021694 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-873021694\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  }",
        "content_sha256": "2b535405efbc72030d0c3bfaca3993f68bf402f79a7fe0218d8fcb28cf313409",
        "items": [
          {
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        "operation": "retrieve",
        "python": "3.10.0",
        "status": "ok",
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      "retrieval_status": "ok",
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    {
      "active_contains_expected": true,
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        "latency_ms": 25828.882,
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      "active_tokens": 1447,
      "changed": true,
      "compression": {
        "active_context": "\"[48]{audit_case:string,latency_ms:int,message:string,payload:string,service:string,status:string,incident_id:string?,recovery_code:string?}\\nCASE-ORD-0000,30,routine audit event completed,trace-0000-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0001,47,routine audit event completed,trace-0001-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0002,64,routine audit event completed,trace-0002-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0003,81,routine audit event completed,trace-0003-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0004,98,routine audit event completed,trace-0004-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0005,32,routine audit event completed,trace-0005-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0006,49,routine audit event completed,trace-0006-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0007,66,routine audit event completed,trace-0007-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0008,83,routine audit event completed,trace-0008-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0009,100,routine audit event completed,trace-0009-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0010,34,routine audit event completed,trace-0010-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0011,51,routine audit event completed,trace-0011-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0012,68,routine audit event completed,trace-0012-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0013,85,routine audit event completed,trace-0013-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0014,102,routine audit event completed,trace-0014-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0015,36,routine audit event completed,trace-0015-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0016,53,routine audit event completed,trace-0016-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0017,70,routine audit event completed,trace-0017-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0018,87,routine audit event completed,trace-0018-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0019,21,routine audit event completed,trace-0019-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0020,38,routine audit event completed,trace-0020-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0021,55,routine audit event completed,trace-0021-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0022,9921,initial refresh boundary incident,trace-0022-xxxxxxxxxxxxxxxxxxxxx,auth,failed,INC-0727-010,\\nCASE-ORD-0023,89,routine audit event completed,trace-0023-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0024,23,routine audit event completed,trace-0024-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0025,40,routine audit event completed,trace-0025-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0026,57,routine audit event completed,trace-0026-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0027,74,routine audit event completed,trace-0027-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0028,91,routine audit event completed,trace-0028-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0029,25,routine audit event completed,trace-0029-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0030,42,routine audit event completed,trace-0030-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0031,59,routine audit event completed,trace-0031-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0032,76,routine audit event completed,trace-0032-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0033,93,routine audit event completed,trace-0033-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0034,27,routine audit event completed,trace-0034-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-0727-010,44,archived compliance recovery record,<<ccr:098c8eed4e2a,string,548B>>,search,ok,,RCV-873021694\\nCASE-ORD-0036,61,routine audit event completed,trace-0036-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0037,78,routine audit event completed,trace-0037-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0038,95,routine audit event completed,trace-0038-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0039,29,routine audit event completed,trace-0039-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0040,46,routine audit event completed,trace-0040-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0041,63,routine audit event completed,trace-0041-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0042,80,routine audit event completed,trace-0042-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0043,97,routine audit event completed,trace-0043-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0044,31,routine audit event completed,trace-0044-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0045,48,routine audit event completed,trace-0045-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0046,65,routine audit event completed,trace-0046-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0047,82,routine audit event completed,trace-0047-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\n\"",
        "active_sha256": "00260e4cb8197c4fd700337c549d76decc236228a765b4974cdb637370103319",
        "active_tokens": 1447,
        "changed": true,
        "native_metrics": {
          "tokens_after": 1497,
          "tokens_before": 3414,
          "transforms": [
            "router:smart_crusher:0.18"
          ]
        },
        "operation": "compress",
        "python": "3.10.0",
        "retrieval_handle": {
          "hash": "b381dc4b9e0f50b532cf05a5"
        },
        "stderr": "Content detection using pure-Python backend (native Magika/ONNX detector is unsafe by default on Windows; override with EXTERNAL_ADAPTER_DETECT_BACKEND=rust).",
        "system": "external_adapter",
        "version": "0.31.0"
      },
      "effective_tokens": 1447,
      "errors": [],
      "final_exact": true,
      "fixture_id": "holdout-010",
      "input_tokens": 3364,
      "recovery_tokens": 0,
      "retrieval": null,
      "retrieval_status": null,
      "retrieval_triggered": false,
      "retry_response": null,
      "system": "external_adapter"
    },
    {
      "active_contains_expected": false,
      "active_exact": false,
      "active_response": {
        "canonical_prediction": "retrieve",
        "context_sha256": "6fc68cfba07011c551671e2032e29de67997dc3862823b2766633adda9f31f9e",
        "context_tokens": 616,
        "done": true,
        "error": null,
        "eval_count": 5,
        "latency_ms": 10002.177,
        "prediction": "RETRIEVE",
        "prediction_sha256": "44551bee544aabfe7a14edc9b7977c96c61d44f8100046734f7205398b82f147",
        "prompt_sha256": "193979742d56f27aaba638e17eea765cdceb16e182560dd85a84724d935614bb"
      },
      "active_tokens": 616,
      "changed": true,
      "compression": {
        "active_context": "{\n  \"counts\": {\n    \"dict\": 48,\n    \"int\": 48,\n    \"list\": 1,\n    \"str\": 242\n  },\n  \"elc\": \"json evidence-locked compression\",\n  \"outliers\": [],\n  \"query_matches\": [\n    {\n      \"audit_case\": \"CASE-ORD-0019\",\n      \"incident_id\": \"INC-0727-011\",\n      \"latency_ms\": 9922,\n      \"message\": \"initial refresh boundary incident\",\n      \"payload\": \"trace-0019-xxxxxxxxxxxxxxxxxxxxx\",\n      \"service\": \"auth\",\n      \"status\": \"failed\"\n    },\n    {\n      \"audit_case\": \"CASE-ORD-0000\",\n      \"latency_ms\": 31,\n      \"message\": \"routine audit event completed\",\n      \"payload\": \"trace-0000-xxxxxxxxxxxxxxxxxxxxx\",\n      \"service\": \"auth\",\n      \"status\": \"ok\"\n    },\n    {\n      \"audit_case\": \"CASE-ORD-0003\",\n      \"latency_ms\": 82,\n      \"message\": \"routine audit event completed\",\n      \"payload\": \"trace-0003-xxxxxxxxxxxxxxxxxxxxx\",\n      \"service\": \"auth\",\n      \"status\": \"ok\"\n    },\n    {\n      \"audit_case\": \"CASE-ORD-0006\",\n      \"latency_ms\": 50,\n      \"message\": \"routine audit event completed\",\n      \"payload\": \"trace-0006-xxxxxxxxxxxxxxxxxxxxx\",\n      \"service\": \"auth\",\n      \"status\": \"ok\"\n    },\n    {\n      \"audit_case\": \"CASE-ORD-0009\",\n      \"latency_ms\": 101,\n      \"message\": \"routine audit event completed\",\n      \"payload\": \"trace-0009-xxxxxxxxxxxxxxxxxxxxx\",\n      \"service\": \"auth\",\n      \"status\": \"ok\"\n    },\n    {\n      \"audit_case\": \"CASE-ORD-0012\",\n      \"latency_ms\": 69,\n      \"message\": \"routine audit event completed\",\n      \"payload\": \"trace-0012-xxxxxxxxxxxxxxxxxxxxx\",\n      \"service\": \"auth\",\n      \"status\": \"ok\"\n    }\n  ],\n  \"schema\": {\n    \"first\": {\n      \"audit_case\": \"CASE-ORD-0000\",\n      \"latency_ms\": \"<int>\",\n      \"message\": \"routine audit event completed\",\n      \"payload\": \"trace-0000-xxxxxxxxxxxxxxxxxxxxx\",\n      \"service\": \"auth\",\n      \"status\": \"ok\"\n    },\n    \"items\": 48,\n    \"last\": {\n      \"audit_case\": \"CASE-ORD-0047\",\n      \"latency_ms\": \"<int>\",\n      \"message\": \"routine audit event completed\",\n      \"payload\": \"trace-0047-xxxxxxxxxxxxxxxxxxxxx\",\n      \"service\": \"search\",\n      \"status\": \"ok\"\n    },\n    \"type\": \"array\"\n  }\n}",
        "active_sha256": "6fc68cfba07011c551671e2032e29de67997dc3862823b2766633adda9f31f9e",
        "active_tokens": 616,
        "changed": true,
        "native_metrics": {
          "compressed_blocks": 1,
          "receipt_count": 1,
          "stored_span_count": 1
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        "operation": "compress",
        "python": "3.10.0",
        "retrieval_handle": {
          "receipt_ids": [
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        },
        "system": "entroly",
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      "effective_tokens": 971,
      "errors": [],
      "final_exact": true,
      "fixture_id": "holdout-011",
      "input_tokens": 3364,
      "recovery_tokens": 355,
      "retrieval": {
        "content": "[Recovered Entroly span 69d57f70858131cf]\n{\n    \"audit_case\": \"CASE-0727-011\",\n    \"latency_ms\": 26,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-100185931 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-100185931\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  }",
        "content_sha256": "b276c66e7dbf0b9bd6b16534e372125fa031a711ed7005af85b459bc4bfb1e8a",
        "items": [
          {
            "content_sha256": "1055e40b280181a0993d3b84bd8ff95c03c0a031b3d09921486a864d4164cc7d",
            "receipt_id": "fceb1804e9bc5502",
            "span_id": "69d57f70858131cf"
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        ],
        "operation": "retrieve",
        "python": "3.10.0",
        "status": "ok",
        "system": "entroly",
        "tokens": 355,
        "version": "1.0.59"
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      "retrieval_status": "ok",
      "retrieval_triggered": true,
      "retry_response": {
        "canonical_prediction": "rcv-100185931",
        "context_sha256": "f489f4e4e80ed8ea76559e8d373de911221f67a17b034808ad5d54927595cacd",
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        "latency_ms": 15331.996,
        "prediction": "RCV-100185931",
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      "system": "entroly"
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    {
      "active_contains_expected": true,
      "active_exact": true,
      "active_response": {
        "canonical_prediction": "rcv-100185931",
        "context_sha256": "c1560df8c9271bd3b03e44a5177f4cbd6274787e4e1cb2e2e3653e885e1191d8",
        "context_tokens": 1446,
        "done": true,
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        "eval_count": 13,
        "latency_ms": 27451.019,
        "prediction": "RCV-100185931",
        "prediction_sha256": "09daad36db96890a6ab1bf54f054d56cb7688fc761e920e92a3d3fd2e634f0b7",
        "prompt_sha256": "db9312ddcd8976b6c752cf8948411f0523f702c0e5260d7e215deb2506e9471b"
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      "active_tokens": 1446,
      "changed": true,
      "compression": {
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        "changed": true,
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        "retrieval_handle": {
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        "stderr": "Content detection using pure-Python backend (native Magika/ONNX detector is unsafe by default on Windows; override with EXTERNAL_ADAPTER_DETECT_BACKEND=rust).",
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      "fixture_id": "holdout-013",
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      "recovery_tokens": 358,
      "retrieval": {
        "content": "[Recovered Entroly span 67e4db5ce78a5a90]\n{\n    \"audit_case\": \"CASE-0727-013\",\n    \"latency_ms\": 62,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-399706661 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-399706661\",\n    \"service\": \"billing\",\n    \"status\": \"ok\"\n  }",
        "content_sha256": "adc7bdf710419964688c2972ff9bbb16fefda72aef134882fb64a7cb0b74d717",
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      "fixture_id": "holdout-018",
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      "retrieval": {
        "content": "[Recovered Entroly span daee0fc2a6703c0d]\n{\n    \"audit_case\": \"CASE-0727-018\",\n    \"latency_ms\": 44,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-369808962 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-369808962\",\n    \"service\": \"auth\",\n    \"status\": \"ok\"\n  }",
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        "changed": true,
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        "retrieval_handle": {
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        "stderr": "Content detection using pure-Python backend (native Magika/ONNX detector is unsafe by default on Windows; override with EXTERNAL_ADAPTER_DETECT_BACKEND=rust).",
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    {
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      "fixture_id": "holdout-023",
      "input_tokens": 3364,
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      "retrieval": {
        "content": "[Recovered Entroly span f4406fcb3dc600da]\n{\n    \"audit_case\": \"CASE-0727-023\",\n    \"latency_ms\": 38,\n    \"message\": \"archived compliance recovery record\",\n    \"payload\": \"future-audit-payload-qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq RCV-974687306 qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq\",\n    \"recovery_code\": \"RCV-974687306\",\n    \"service\": \"search\",\n    \"status\": \"ok\"\n  }",
        "content_sha256": "3df01d5557602652fbcb8bfb96651040ec977c58f68b7e9c1679b7a90d7f051e",
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            "receipt_id": "e3d0d876cf611f7a",
            "span_id": "f4406fcb3dc600da"
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        ],
        "operation": "retrieve",
        "python": "3.10.0",
        "status": "ok",
        "system": "entroly",
        "tokens": 355,
        "version": "1.0.59"
      },
      "retrieval_status": "ok",
      "retrieval_triggered": true,
      "retry_response": {
        "canonical_prediction": "rcv-974687306",
        "context_sha256": "4f62ac217eb115dfaa05561c92db88c18cde36159daaa66ca8e8bf6f48bb68f2",
        "context_tokens": 979,
        "done": true,
        "error": null,
        "eval_count": 13,
        "latency_ms": 14328.413,
        "prediction": "RCV-974687306",
        "prediction_sha256": "5a920f783e51ea6d935b1e9a0a50c03daa63fdce9887e8937eaf42afaedde07e",
        "prompt_sha256": "833fd5cfae4d204862386b6304e9c94dec4b88f91d9322238b7e6830f2354467"
      },
      "system": "entroly"
    },
    {
      "active_contains_expected": true,
      "active_exact": true,
      "active_response": {
        "canonical_prediction": "rcv-974687306",
        "context_sha256": "53771d434dc491632a52e927317769790bce4069c48b00a301e45ad78f58343a",
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        "done": true,
        "error": null,
        "eval_count": 13,
        "latency_ms": 27497.576,
        "prediction": "RCV-974687306",
        "prediction_sha256": "5a920f783e51ea6d935b1e9a0a50c03daa63fdce9887e8937eaf42afaedde07e",
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      },
      "active_tokens": 1444,
      "changed": true,
      "compression": {
        "active_context": "\"[48]{audit_case:string,latency_ms:int,message:string,payload:string,service:string,status:string,incident_id:string?,recovery_code:string?}\\nCASE-ORD-0000,43,routine audit event completed,trace-0000-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0001,60,routine audit event completed,trace-0001-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0002,77,routine audit event completed,trace-0002-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0003,94,routine audit event completed,trace-0003-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0004,28,routine audit event completed,trace-0004-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0005,45,routine audit event completed,trace-0005-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0006,62,routine audit event completed,trace-0006-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0007,79,routine audit event completed,trace-0007-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0008,96,routine audit event completed,trace-0008-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0009,30,routine audit event completed,trace-0009-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0010,47,routine audit event completed,trace-0010-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0011,64,routine audit event completed,trace-0011-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0012,81,routine audit event completed,trace-0012-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0013,98,routine audit event completed,trace-0013-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0014,32,routine audit event completed,trace-0014-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0015,49,routine audit event completed,trace-0015-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0016,66,routine audit event completed,trace-0016-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0017,83,routine audit event completed,trace-0017-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0018,100,routine audit event completed,trace-0018-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0019,34,routine audit event completed,trace-0019-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0020,51,routine audit event completed,trace-0020-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0021,68,routine audit event completed,trace-0021-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0022,85,routine audit event completed,trace-0022-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0023,102,routine audit event completed,trace-0023-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0024,36,routine audit event completed,trace-0024-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0025,53,routine audit event completed,trace-0025-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0026,70,routine audit event completed,trace-0026-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0027,87,routine audit event completed,trace-0027-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0028,21,routine audit event completed,trace-0028-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-0727-023,38,archived compliance recovery record,<<ccr:ff97576bb681,string,548B>>,search,ok,,RCV-974687306\\nCASE-ORD-0030,55,routine audit event completed,trace-0030-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0031,72,routine audit event completed,trace-0031-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0032,89,routine audit event completed,trace-0032-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0033,23,routine audit event completed,trace-0033-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0034,9934,initial refresh boundary incident,trace-0034-xxxxxxxxxxxxxxxxxxxxx,auth,failed,INC-0727-023,\\nCASE-ORD-0035,57,routine audit event completed,trace-0035-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0036,74,routine audit event completed,trace-0036-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0037,91,routine audit event completed,trace-0037-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0038,25,routine audit event completed,trace-0038-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0039,42,routine audit event completed,trace-0039-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0040,59,routine audit event completed,trace-0040-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0041,76,routine audit event completed,trace-0041-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0042,93,routine audit event completed,trace-0042-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0043,27,routine audit event completed,trace-0043-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0044,44,routine audit event completed,trace-0044-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\nCASE-ORD-0045,61,routine audit event completed,trace-0045-xxxxxxxxxxxxxxxxxxxxx,auth,ok,,\\nCASE-ORD-0046,78,routine audit event completed,trace-0046-xxxxxxxxxxxxxxxxxxxxx,billing,ok,,\\nCASE-ORD-0047,95,routine audit event completed,trace-0047-xxxxxxxxxxxxxxxxxxxxx,search,ok,,\\n\"",
        "active_sha256": "53771d434dc491632a52e927317769790bce4069c48b00a301e45ad78f58343a",
        "active_tokens": 1444,
        "changed": true,
        "native_metrics": {
          "tokens_after": 1494,
          "tokens_before": 3414,
          "transforms": [
            "router:smart_crusher:0.18"
          ]
        },
        "operation": "compress",
        "python": "3.10.0",
        "retrieval_handle": {
          "hash": "2bf6adc93a5da0748828c1c4"
        },
        "stderr": "Content detection using pure-Python backend (native Magika/ONNX detector is unsafe by default on Windows; override with EXTERNAL_ADAPTER_DETECT_BACKEND=rust).",
        "system": "external_adapter",
        "version": "0.31.0"
      },
      "effective_tokens": 1444,
      "errors": [],
      "final_exact": true,
      "fixture_id": "holdout-023",
      "input_tokens": 3364,
      "recovery_tokens": 0,
      "retrieval": null,
      "retrieval_status": null,
      "retrieval_triggered": false,
      "retry_response": null,
      "system": "external_adapter"
    }
  ],
  "schema_version": "entroly.model-recovery.v1"
}
