{
  "run_id": "eval-LyUcB42oK9",
  "timestamp": "2026-03-23T15:21:58.788Z",
  "mode": "single-pass-strict",
  "use_mock": true,
  "prompt_version": "normalizer_v1_1_1",
  "dataset": {
    "source": "file",
    "file": "normalizer_eval_v1_1_30cases.json"
  },
  "cases_total": 5,
  "metrics": {
    "schema_validation_pass_rate": 100,
    "intent_class_accuracy": 40,
    "route_hint_accuracy": 100,
    "causal_flag_accuracy": 100,
    "high_confidence_error_rate": 0
  },
  "baseline_metrics": {
    "schema_validation_pass_rate": 100,
    "intent_class_accuracy": 72.73,
    "route_hint_accuracy": 90.91,
    "causal_flag_accuracy": 81.82,
    "high_confidence_error_rate": 9.09
  },
  "baseline_delta": {
    "schema_validation_pass_rate": 0,
    "intent_class_accuracy": -32.73,
    "route_hint_accuracy": 9.09,
    "causal_flag_accuracy": 18.18,
    "high_confidence_error_rate": -9.09
  },
  "class_accuracy": {
    "drilldown_explain": {
      "total": 2,
      "passed": 2,
      "accuracy_percent": 100
    },
    "period_close_risk": {
      "total": 2,
      "passed": 0,
      "accuracy_percent": 0
    },
    "anomaly_probe": {
      "total": 1,
      "passed": 0,
      "accuracy_percent": 0
    }
  },
  "budget": {
    "requests_total": 0,
    "retries_used": 0,
    "guidance": {
      "forensic_calls_max": 10,
      "final_eval_calls_max": 30,
      "target_total_calls_max": 40,
      "hard_cap_calls_max": 45
    }
  },
  "mismatches": [
    {
      "case_id": "V11-OT-003",
      "expected_intent_class": "period_close_risk",
      "actual_intent_class": "heavy_analytical",
      "expected_route_hint": "batch_refresh_then_store",
      "actual_route_hint": "batch_refresh_then_store",
      "expected_requires": {
        "needs_cross_entity_join": false,
        "needs_causal_chain": false
      },
      "actual_requires": {
        "needs_cross_entity_join": false,
        "needs_causal_chain": false,
        "needs_exact_object_trace": false,
        "needs_ranking": true,
        "needs_anomaly_summary": false,
        "needs_runtime_truth": false,
        "needs_period_cut": true,
        "needs_evidence": false
      },
      "comment": "Route chosen correctly, but intent_class drifted into a neighboring taxonomy bucket.",
      "trace_id": "LyziNYqDRnmIav"
    },
    {
      "case_id": "V11-OT-004",
      "expected_intent_class": "anomaly_probe",
      "actual_intent_class": "rule_based_account_control",
      "expected_route_hint": "store_feature_risk",
      "actual_route_hint": "store_feature_risk",
      "expected_requires": {
        "needs_cross_entity_join": false,
        "needs_causal_chain": false
      },
      "actual_requires": {
        "needs_cross_entity_join": false,
        "needs_causal_chain": false,
        "needs_exact_object_trace": false,
        "needs_ranking": false,
        "needs_anomaly_summary": true,
        "needs_runtime_truth": false,
        "needs_period_cut": true,
        "needs_evidence": false
      },
      "comment": "Route chosen correctly, but intent_class drifted into a neighboring taxonomy bucket.",
      "trace_id": "mo09Q4j0hOVWgw"
    },
    {
      "case_id": "V11-OT-005",
      "expected_intent_class": "period_close_risk",
      "actual_intent_class": "heavy_analytical",
      "expected_route_hint": "batch_refresh_then_store",
      "actual_route_hint": "batch_refresh_then_store",
      "expected_requires": {
        "needs_cross_entity_join": false,
        "needs_causal_chain": false
      },
      "actual_requires": {
        "needs_cross_entity_join": false,
        "needs_causal_chain": false,
        "needs_exact_object_trace": false,
        "needs_ranking": true,
        "needs_anomaly_summary": false,
        "needs_runtime_truth": false,
        "needs_period_cut": false,
        "needs_evidence": false
      },
      "comment": "Route chosen correctly, but intent_class drifted into a neighboring taxonomy bucket.",
      "trace_id": "zLXsDrsg2vR5Qs"
    }
  ],
  "bad_confidence_cases": [],
  "results": [
    {
      "case_id": "NQ-008",
      "raw_question": "Покажи по банку документ №TRX-88 и связанную проводку по 51.",
      "validation_passed": true,
      "intent_match": true,
      "route_match": true,
      "causal_flags_match": true,
      "expected_intent_class": "drilldown_explain",
      "actual_intent_class": "drilldown_explain",
      "expected_route_hint": "live_mcp_drilldown",
      "actual_route_hint": "live_mcp_drilldown",
      "expected_requires": {
        "needs_cross_entity_join": false,
        "needs_causal_chain": false
      },
      "actual_requires": {
        "needs_cross_entity_join": false,
        "needs_causal_chain": false,
        "needs_exact_object_trace": true,
        "needs_ranking": false,
        "needs_anomaly_summary": false,
        "needs_runtime_truth": true,
        "needs_period_cut": false,
        "needs_evidence": true
      },
      "confidence_overall": "low",
      "trace_id": "rnUogTOSYvvR0g",
      "request_count_for_case": 0
    },
    {
      "case_id": "V11-DD-005",
      "raw_question": "Покажи карточку конкретной операции DOC-7781 и связанную проводку.",
      "validation_passed": true,
      "intent_match": true,
      "route_match": true,
      "causal_flags_match": true,
      "expected_intent_class": "drilldown_explain",
      "actual_intent_class": "drilldown_explain",
      "expected_route_hint": "live_mcp_drilldown",
      "actual_route_hint": "live_mcp_drilldown",
      "expected_requires": {
        "needs_cross_entity_join": false,
        "needs_causal_chain": false
      },
      "actual_requires": {
        "needs_cross_entity_join": false,
        "needs_causal_chain": false,
        "needs_exact_object_trace": true,
        "needs_ranking": false,
        "needs_anomaly_summary": false,
        "needs_runtime_truth": true,
        "needs_period_cut": false,
        "needs_evidence": true
      },
      "confidence_overall": "low",
      "trace_id": "LSKGq9-z1wUR10",
      "request_count_for_case": 0
    },
    {
      "case_id": "V11-OT-003",
      "raw_question": "Перед закрытием периода что у нас может взорваться в последний день?",
      "validation_passed": true,
      "intent_match": false,
      "route_match": true,
      "causal_flags_match": true,
      "expected_intent_class": "period_close_risk",
      "actual_intent_class": "heavy_analytical",
      "expected_route_hint": "batch_refresh_then_store",
      "actual_route_hint": "batch_refresh_then_store",
      "expected_requires": {
        "needs_cross_entity_join": false,
        "needs_causal_chain": false
      },
      "actual_requires": {
        "needs_cross_entity_join": false,
        "needs_causal_chain": false,
        "needs_exact_object_trace": false,
        "needs_ranking": true,
        "needs_anomaly_summary": false,
        "needs_runtime_truth": false,
        "needs_period_cut": true,
        "needs_evidence": false
      },
      "confidence_overall": "medium",
      "trace_id": "LyziNYqDRnmIav",
      "request_count_for_case": 0
    },
    {
      "case_id": "V11-OT-004",
      "raw_question": "Где по июню выглядит подозрительно, но без точечного документа, просто дай зоны риска.",
      "validation_passed": true,
      "intent_match": false,
      "route_match": true,
      "causal_flags_match": true,
      "expected_intent_class": "anomaly_probe",
      "actual_intent_class": "rule_based_account_control",
      "expected_route_hint": "store_feature_risk",
      "actual_route_hint": "store_feature_risk",
      "expected_requires": {
        "needs_cross_entity_join": false,
        "needs_causal_chain": false
      },
      "actual_requires": {
        "needs_cross_entity_join": false,
        "needs_causal_chain": false,
        "needs_exact_object_trace": false,
        "needs_ranking": false,
        "needs_anomaly_summary": true,
        "needs_runtime_truth": false,
        "needs_period_cut": true,
        "needs_evidence": false
      },
      "confidence_overall": "medium",
      "trace_id": "mo09Q4j0hOVWgw",
      "request_count_for_case": 0
    },
    {
      "case_id": "V11-OT-005",
      "raw_question": "Че-то все криво на предзакрытии, где самые опасные места?",
      "validation_passed": true,
      "intent_match": false,
      "route_match": true,
      "causal_flags_match": true,
      "expected_intent_class": "period_close_risk",
      "actual_intent_class": "heavy_analytical",
      "expected_route_hint": "batch_refresh_then_store",
      "actual_route_hint": "batch_refresh_then_store",
      "expected_requires": {
        "needs_cross_entity_join": false,
        "needs_causal_chain": false
      },
      "actual_requires": {
        "needs_cross_entity_join": false,
        "needs_causal_chain": false,
        "needs_exact_object_trace": false,
        "needs_ranking": true,
        "needs_anomaly_summary": false,
        "needs_runtime_truth": false,
        "needs_period_cut": false,
        "needs_evidence": false
      },
      "confidence_overall": "low",
      "trace_id": "zLXsDrsg2vR5Qs",
      "request_count_for_case": 0
    }
  ]
}