V-08

extraction-prompts · run 2026-10-20-v6

What the broker wrote

What every version was given, as the suite chose to show it.

Broker: Variant desk

Good afternoon,

Please consider Sonora Vista Homes LLC — 22 doors of single-family rentals around Tucson, AZ (Pima County), professionally managed. All frame, typical build years 2005-2007, call it 2006.

Combined TIV $3,300,000, $28K target on premium. One liability claim, closed.

Best.

What each version answered

Compare each answer with the expert's answer. Highlighted cells differ from the expert; marked rows show where the versions disagree.

Field	Expected	Current prompt v3	New prompt v6
insuredName	Sonora Vista Homes LLC	Sonora Vista Homes LLCMatches the expert	Sonora Vista Homes LLCMatches the expert
state	AZ	AZMatches the expert	AZMatches the expert
county	Pima	PimaMatches the expert	PimaMatches the expert
units	22	22Matches the expert	22Matches the expert
tiv	$3,300,000	$3,300,000Matches the expert	$3,300,000Matches the expert
constructionType	Frame	FrameMatches the expert	FrameMatches the expert
yearBuilt	2006	2006Matches the expert	2006Matches the expert
targetPremium	$28,000	$28,000Matches the expert	$28,000Matches the expert
subclass	Single-family rental portfolio	Single-family rental portfolioMatches the expert	Single-family rental portfolioMatches the expert
Decision	follow up with the broker INCOMPLETE	follow up with the broker INCOMPLETEMatches the expert	follow up with the broker INCOMPLETEMatches the expert

For engineers

Checks are the suite's binary checks on each output; a judge that gave no verdict is unanswered and not counted.

v1

result: ok
prompt tokens: 4,176
output tokens: 832
cost: $0.0087
latency: 11,660 ms · 3 calls
at: 2026-10-21 01:07
stages: intake extraction grounding appetite
decision: INCOMPLETE
fitScore: 86
retries: 0
fieldsWrong: 0
modelErrors

check	verdict
extraction_schema	pass
fields_correct	pass
construction_canonical	pass
nulls_stay_null	not applicable
decision_correct	pass
attribution_jev	unanswered
attribution_claude	pass

{
 "decision": "INCOMPLETE",
 "expectedDecision": "INCOMPLETE",
 "decisionCorrect": true,
 "fitScore": 86,
 "confidence": 0.8783333333333333,
 "reasons": [
  "property address"
 ],
 "extraction": {
  "insuredName": {
   "value": "Sonora Vista Homes LLC",
   "confidence": 0.98,
   "source": "email"
  },
  "propertyAddress": {
   "value": null,
   "confidence": 0.95,
   "source": null
  },
  "state": {
   "value": "AZ",
   "confidence": 0.97,
   "source": "email"
  },
  "county": {
   "value": "Pima",
   "confidence": 0.95,
   "source": "email"
  },
  "units": {
   "value": 22,
   "confidence": 0.9,
   "source": "email"
  },
  "tiv": {
   "value": 3300000,
   "confidence": 0.97,
   "source": "email"
  },
  "constructionType": {
   "value": "Frame",
   "confidence": 0.85,
   "source": "email"
  },
  "yearBuilt": {
   "value": 2006,
   "confidence": 0.6,
   "source": "email"
  },
  "targetPremium": {
   "value": 28000,
   "confidence": 0.95,
   "source": "email"
  },
  "subclass": {
   "value": "Single-family rental portfolio",
   "confidence": 0.95,
   "source": "email"
  },
  "priorLossSummary": {
   "value": "One liability claim, closed.",
   "confidence": 0.9,
   "source": "email"
  }
 },
 "extracted": [
  {
   "field": "insuredName",
   "value": "Sonora Vista Homes LLC",
   "source": "email"
  },
  {
   "field": "state",
   "value": "AZ",
   "source": "email"
  },
  {
   "field": "county",
   "value": "Pima",
   "source": "email"
  },
  {
   "field": "units",
   "value": 22,
   "source": "email"
  },
  {
   "field": "tiv",
   "value": 3300000,
   "source": "email"
  },
  {
   "field": "constructionType",
   "value": "Frame",
   "source": "email"
  },
  {
   "field": "yearBuilt",
   "value": 2006,
   "source": "email"
  },
  {
   "field": "targetPremium",
   "value": 28000,
   "source": "email"
  },
  {
   "field": "subclass",
   "value": "Single-family rental portfolio",
   "source": "email"
  },
  {
   "field": "priorLossSummary",
   "value": "One liability claim, closed.",
   "source": "email"
  }
 ],
 "fields": [
  {
   "field": "insuredName",
   "expected": "Sonora Vista Homes LLC",
   "got": "Sonora Vista Homes LLC",
   "correct": true
  },
  {
   "field": "state",
   "expected": "AZ",
   "got": "AZ",
   "correct": true
  },
  {
   "field": "county",
   "expected": "Pima",
   "got": "Pima",
   "correct": true
  },
  {
   "field": "units",
   "expected": 22,
   "got": 22,
   "correct": true
  },
  {
   "field": "tiv",
   "expected": 3300000,
   "got": 3300000,
   "correct": true
  },
  {
   "field": "constructionType",
   "expected": "Frame",
   "got": "Frame",
   "correct": true
  },
  {
   "field": "yearBuilt",
   "expected": 2006,
   "got": 2006,
   "correct": true
  },
  {
   "field": "targetPremium",
   "expected": 28000,
   "got": 28000,
   "correct": true
  },
  {
   "field": "subclass",
   "expected": "Single-family rental portfolio",
   "got": "Single-family rental portfolio",
   "correct": true
  }
 ],
 "retries": 0,
 "guardrails": [
  {
   "node": "extraction",
   "guardrail": "schema",
   "status": "pass"
  },
  {
   "node": "grounding",
   "guardrail": "grounding",
   "status": "pass"
  },
  {
   "node": "appetite",
   "guardrail": "missing_fields",
   "status": "warn"
  },
  {
   "node": "appetite",
   "guardrail": "confidence",
   "status": "pass"
  }
 ],
 "flags": [
  {
   "field": "propertyAddress",
   "issue": "missing",
   "detail": "property address is required by the appetite ruleset"
  }
 ]
}

Trace line (JSON)

{
  "run_id": "2026-10-20-v6",
  "suite": "extraction-prompts",
  "case_id": "V-08",
  "variant": "v1",
  "at": "2026-10-21T01:07:47.111Z",
  "ok": true,
  "usage": {
    "inputTokens": 6,
    "outputTokens": 832,
    "costUsd": 0.008749,
    "calls": 3,
    "cacheReadTokens": 4170,
    "cacheCreationTokens": 0,
    "latencyMs": 11660,
    "metered": true,
    "provider": "claude-cli"
  },
  "checks": {
    "extraction_schema": true,
    "fields_correct": true,
    "construction_canonical": true,
    "decision_correct": true,
    "attribution_claude": true
  },
  "output_hash": "e09e78f699e01ffb",
  "unanswered": [
    "attribution_jev"
  ],
  "extra": {
    "decision": "INCOMPLETE",
    "fitScore": 86,
    "retries": 0,
    "fieldsWrong": 0,
    "modelErrors": ""
  },
  "stages": [
    {
      "name": "intake",
      "ok": true
    },
    {
      "name": "extraction",
      "ok": true
    },
    {
      "name": "grounding",
      "ok": true
    },
    {
      "name": "appetite",
      "ok": true
    }
  ],
  "cached": false
}

Full output record (JSON)

{
  "output": {
    "decision": "INCOMPLETE",
    "expectedDecision": "INCOMPLETE",
    "decisionCorrect": true,
    "fitScore": 86,
    "confidence": 0.8783333333333333,
    "reasons": [
      "property address"
    ],
    "extraction": {
      "insuredName": {
        "value": "Sonora Vista Homes LLC",
        "confidence": 0.98,
        "source": "email"
      },
      "propertyAddress": {
        "value": null,
        "confidence": 0.95,
        "source": null
      },
      "state": {
        "value": "AZ",
        "confidence": 0.97,
        "source": "email"
      },
      "county": {
        "value": "Pima",
        "confidence": 0.95,
        "source": "email"
      },
      "units": {
        "value": 22,
        "confidence": 0.9,
        "source": "email"
      },
      "tiv": {
        "value": 3300000,
        "confidence": 0.97,
        "source": "email"
      },
      "constructionType": {
        "value": "Frame",
        "confidence": 0.85,
        "source": "email"
      },
      "yearBuilt": {
        "value": 2006,
        "confidence": 0.6,
        "source": "email"
      },
      "targetPremium": {
        "value": 28000,
        "confidence": 0.95,
        "source": "email"
      },
      "subclass": {
        "value": "Single-family rental portfolio",
        "confidence": 0.95,
        "source": "email"
      },
      "priorLossSummary": {
        "value": "One liability claim, closed.",
        "confidence": 0.9,
        "source": "email"
      }
    },
    "extracted": [
      {
        "field": "insuredName",
        "value": "Sonora Vista Homes LLC",
        "source": "email"
      },
      {
        "field": "state",
        "value": "AZ",
        "source": "email"
      },
      {
        "field": "county",
        "value": "Pima",
        "source": "email"
      },
      {
        "field": "units",
        "value": 22,
        "source": "email"
      },
      {
        "field": "tiv",
        "value": 3300000,
        "source": "email"
      },
      {
        "field": "constructionType",
        "value": "Frame",
        "source": "email"
      },
      {
        "field": "yearBuilt",
        "value": 2006,
        "source": "email"
      },
      {
        "field": "targetPremium",
        "value": 28000,
        "source": "email"
      },
      {
        "field": "subclass",
        "value": "Single-family rental portfolio",
        "source": "email"
      },
      {
        "field": "priorLossSummary",
        "value": "One liability claim, closed.",
        "source": "email"
      }
    ],
    "fields": [
      {
        "field": "insuredName",
        "expected": "Sonora Vista Homes LLC",
        "got": "Sonora Vista Homes LLC",
        "correct": true
      },
      {
        "field": "state",
        "expected": "AZ",
        "got": "AZ",
        "correct": true
      },
      {
        "field": "county",
        "expected": "Pima",
        "got": "Pima",
        "correct": true
      },
      {
        "field": "units",
        "expected": 22,
        "got": 22,
        "correct": true
      },
      {
        "field": "tiv",
        "expected": 3300000,
        "got": 3300000,
        "correct": true
      },
      {
        "field": "constructionType",
        "expected": "Frame",
        "got": "Frame",
        "correct": true
      },
      {
        "field": "yearBuilt",
        "expected": 2006,
        "got": 2006,
        "correct": true
      },
      {
        "field": "targetPremium",
        "expected": 28000,
        "got": 28000,
        "correct": true
      },
      {
        "field": "subclass",
        "expected": "Single-family rental portfolio",
        "got": "Single-family rental portfolio",
        "correct": true
      }
    ],
    "retries": 0,
    "guardrails": [
      {
        "node": "extraction",
        "guardrail": "schema",
        "status": "pass"
      },
      {
        "node": "grounding",
        "guardrail": "grounding",
        "status": "pass"
      },
      {
        "node": "appetite",
        "guardrail": "missing_fields",
        "status": "warn"
      },
      {
        "node": "appetite",
        "guardrail": "confidence",
        "status": "pass"
      }
    ],
    "flags": [
      {
        "field": "propertyAddress",
        "issue": "missing",
        "detail": "property address is required by the appetite ruleset"
      }
    ]
  },
  "usage": {
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    "cacheReadTokens": 4170,
    "cacheCreationTokens": 0,
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    "costUsd": 0.008749,
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    "calls": 3,
    "metered": true,
    "provider": "claude-cli"
  },
  "extra": {
    "decision": "INCOMPLETE",
    "fitScore": 86,
    "retries": 0,
    "fieldsWrong": 0,
    "modelErrors": ""
  },
  "stages": [
    {
      "name": "intake",
      "ok": true
    },
    {
      "name": "extraction",
      "ok": true
    },
    {
      "name": "grounding",
      "ok": true
    },
    {
      "name": "appetite",
      "ok": true
    }
  ]
}

v2

result: ok
prompt tokens: 4,610
output tokens: 844
cost: $0.0089
latency: 11,331 ms · 3 calls
at: 2026-10-21 01:07
stages: intake extraction grounding appetite
decision: INCOMPLETE
fitScore: 86
retries: 0
fieldsWrong: 0
modelErrors

check	verdict
extraction_schema	pass
fields_correct	pass
construction_canonical	pass
nulls_stay_null	not applicable
decision_correct	pass
attribution_jev	unanswered
attribution_claude	pass

{
 "decision": "INCOMPLETE",
 "expectedDecision": "INCOMPLETE",
 "decisionCorrect": true,
 "fitScore": 86,
 "confidence": 0.9366666666666666,
 "reasons": [
  "property address"
 ],
 "extraction": {
  "insuredName": {
   "value": "Sonora Vista Homes LLC",
   "confidence": 0.98,
   "source": "email"
  },
  "propertyAddress": {
   "value": null,
   "confidence": 0.9,
   "source": null
  },
  "state": {
   "value": "AZ",
   "confidence": 0.97,
   "source": "email"
  },
  "county": {
   "value": "Pima",
   "confidence": 0.95,
   "source": "email"
  },
  "units": {
   "value": 22,
   "confidence": 0.9,
   "source": "email"
  },
  "tiv": {
   "value": 3300000,
   "confidence": 0.97,
   "source": "email"
  },
  "constructionType": {
   "value": "Frame",
   "confidence": 0.95,
   "source": "email"
  },
  "yearBuilt": {
   "value": 2006,
   "confidence": 0.85,
   "source": "email"
  },
  "targetPremium": {
   "value": 28000,
   "confidence": 0.95,
   "source": "email"
  },
  "subclass": {
   "value": "Single-family rental portfolio",
   "confidence": 0.95,
   "source": "email"
  },
  "priorLossSummary": {
   "value": "One liability claim, closed.",
   "confidence": 0.85,
   "source": "email"
  }
 },
 "extracted": [
  {
   "field": "insuredName",
   "value": "Sonora Vista Homes LLC",
   "source": "email"
  },
  {
   "field": "state",
   "value": "AZ",
   "source": "email"
  },
  {
   "field": "county",
   "value": "Pima",
   "source": "email"
  },
  {
   "field": "units",
   "value": 22,
   "source": "email"
  },
  {
   "field": "tiv",
   "value": 3300000,
   "source": "email"
  },
  {
   "field": "constructionType",
   "value": "Frame",
   "source": "email"
  },
  {
   "field": "yearBuilt",
   "value": 2006,
   "source": "email"
  },
  {
   "field": "targetPremium",
   "value": 28000,
   "source": "email"
  },
  {
   "field": "subclass",
   "value": "Single-family rental portfolio",
   "source": "email"
  },
  {
   "field": "priorLossSummary",
   "value": "One liability claim, closed.",
   "source": "email"
  }
 ],
 "fields": [
  {
   "field": "insuredName",
   "expected": "Sonora Vista Homes LLC",
   "got": "Sonora Vista Homes LLC",
   "correct": true
  },
  {
   "field": "state",
   "expected": "AZ",
   "got": "AZ",
   "correct": true
  },
  {
   "field": "county",
   "expected": "Pima",
   "got": "Pima",
   "correct": true
  },
  {
   "field": "units",
   "expected": 22,
   "got": 22,
   "correct": true
  },
  {
   "field": "tiv",
   "expected": 3300000,
   "got": 3300000,
   "correct": true
  },
  {
   "field": "constructionType",
   "expected": "Frame",
   "got": "Frame",
   "correct": true
  },
  {
   "field": "yearBuilt",
   "expected": 2006,
   "got": 2006,
   "correct": true
  },
  {
   "field": "targetPremium",
   "expected": 28000,
   "got": 28000,
   "correct": true
  },
  {
   "field": "subclass",
   "expected": "Single-family rental portfolio",
   "got": "Single-family rental portfolio",
   "correct": true
  }
 ],
 "retries": 0,
 "guardrails": [
  {
   "node": "extraction",
   "guardrail": "schema",
   "status": "pass"
  },
  {
   "node": "grounding",
   "guardrail": "grounding",
   "status": "pass"
  },
  {
   "node": "appetite",
   "guardrail": "missing_fields",
   "status": "warn"
  },
  {
   "node": "appetite",
   "guardrail": "confidence",
   "status": "pass"
  }
 ],
 "flags": [
  {
   "field": "propertyAddress",
   "issue": "missing",
   "detail": "property address is required by the appetite ruleset"
  }
 ]
}

Trace line (JSON)

{
  "run_id": "2026-10-20-v6",
  "suite": "extraction-prompts",
  "case_id": "V-08",
  "variant": "v2",
  "at": "2026-10-21T01:07:24.352Z",
  "ok": true,
  "usage": {
    "inputTokens": 6,
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    "costUsd": 0.008912400000000001,
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    "cacheReadTokens": 4604,
    "cacheCreationTokens": 0,
    "latencyMs": 11331,
    "metered": true,
    "provider": "claude-cli"
  },
  "checks": {
    "extraction_schema": true,
    "fields_correct": true,
    "construction_canonical": true,
    "decision_correct": true,
    "attribution_claude": true
  },
  "output_hash": "f6353e4215ccf9f2",
  "unanswered": [
    "attribution_jev"
  ],
  "extra": {
    "decision": "INCOMPLETE",
    "fitScore": 86,
    "retries": 0,
    "fieldsWrong": 0,
    "modelErrors": ""
  },
  "stages": [
    {
      "name": "intake",
      "ok": true
    },
    {
      "name": "extraction",
      "ok": true
    },
    {
      "name": "grounding",
      "ok": true
    },
    {
      "name": "appetite",
      "ok": true
    }
  ],
  "cached": false
}

Full output record (JSON)

{
  "output": {
    "decision": "INCOMPLETE",
    "expectedDecision": "INCOMPLETE",
    "decisionCorrect": true,
    "fitScore": 86,
    "confidence": 0.9366666666666666,
    "reasons": [
      "property address"
    ],
    "extraction": {
      "insuredName": {
        "value": "Sonora Vista Homes LLC",
        "confidence": 0.98,
        "source": "email"
      },
      "propertyAddress": {
        "value": null,
        "confidence": 0.9,
        "source": null
      },
      "state": {
        "value": "AZ",
        "confidence": 0.97,
        "source": "email"
      },
      "county": {
        "value": "Pima",
        "confidence": 0.95,
        "source": "email"
      },
      "units": {
        "value": 22,
        "confidence": 0.9,
        "source": "email"
      },
      "tiv": {
        "value": 3300000,
        "confidence": 0.97,
        "source": "email"
      },
      "constructionType": {
        "value": "Frame",
        "confidence": 0.95,
        "source": "email"
      },
      "yearBuilt": {
        "value": 2006,
        "confidence": 0.85,
        "source": "email"
      },
      "targetPremium": {
        "value": 28000,
        "confidence": 0.95,
        "source": "email"
      },
      "subclass": {
        "value": "Single-family rental portfolio",
        "confidence": 0.95,
        "source": "email"
      },
      "priorLossSummary": {
        "value": "One liability claim, closed.",
        "confidence": 0.85,
        "source": "email"
      }
    },
    "extracted": [
      {
        "field": "insuredName",
        "value": "Sonora Vista Homes LLC",
        "source": "email"
      },
      {
        "field": "state",
        "value": "AZ",
        "source": "email"
      },
      {
        "field": "county",
        "value": "Pima",
        "source": "email"
      },
      {
        "field": "units",
        "value": 22,
        "source": "email"
      },
      {
        "field": "tiv",
        "value": 3300000,
        "source": "email"
      },
      {
        "field": "constructionType",
        "value": "Frame",
        "source": "email"
      },
      {
        "field": "yearBuilt",
        "value": 2006,
        "source": "email"
      },
      {
        "field": "targetPremium",
        "value": 28000,
        "source": "email"
      },
      {
        "field": "subclass",
        "value": "Single-family rental portfolio",
        "source": "email"
      },
      {
        "field": "priorLossSummary",
        "value": "One liability claim, closed.",
        "source": "email"
      }
    ],
    "fields": [
      {
        "field": "insuredName",
        "expected": "Sonora Vista Homes LLC",
        "got": "Sonora Vista Homes LLC",
        "correct": true
      },
      {
        "field": "state",
        "expected": "AZ",
        "got": "AZ",
        "correct": true
      },
      {
        "field": "county",
        "expected": "Pima",
        "got": "Pima",
        "correct": true
      },
      {
        "field": "units",
        "expected": 22,
        "got": 22,
        "correct": true
      },
      {
        "field": "tiv",
        "expected": 3300000,
        "got": 3300000,
        "correct": true
      },
      {
        "field": "constructionType",
        "expected": "Frame",
        "got": "Frame",
        "correct": true
      },
      {
        "field": "yearBuilt",
        "expected": 2006,
        "got": 2006,
        "correct": true
      },
      {
        "field": "targetPremium",
        "expected": 28000,
        "got": 28000,
        "correct": true
      },
      {
        "field": "subclass",
        "expected": "Single-family rental portfolio",
        "got": "Single-family rental portfolio",
        "correct": true
      }
    ],
    "retries": 0,
    "guardrails": [
      {
        "node": "extraction",
        "guardrail": "schema",
        "status": "pass"
      },
      {
        "node": "grounding",
        "guardrail": "grounding",
        "status": "pass"
      },
      {
        "node": "appetite",
        "guardrail": "missing_fields",
        "status": "warn"
      },
      {
        "node": "appetite",
        "guardrail": "confidence",
        "status": "pass"
      }
    ],
    "flags": [
      {
        "field": "propertyAddress",
        "issue": "missing",
        "detail": "property address is required by the appetite ruleset"
      }
    ]
  },
  "usage": {
    "inputTokens": 6,
    "cacheReadTokens": 4604,
    "cacheCreationTokens": 0,
    "outputTokens": 844,
    "costUsd": 0.008912400000000001,
    "latencyMs": 11331,
    "calls": 3,
    "metered": true,
    "provider": "claude-cli"
  },
  "extra": {
    "decision": "INCOMPLETE",
    "fitScore": 86,
    "retries": 0,
    "fieldsWrong": 0,
    "modelErrors": ""
  },
  "stages": [
    {
      "name": "intake",
      "ok": true
    },
    {
      "name": "extraction",
      "ok": true
    },
    {
      "name": "grounding",
      "ok": true
    },
    {
      "name": "appetite",
      "ok": true
    }
  ]
}

v3

result: ok
prompt tokens: 4,924
output tokens: 845
cost: $0.0090
latency: 12,677 ms · 3 calls
at: 2026-10-21 01:07
stages: intake extraction grounding appetite
decision: INCOMPLETE
fitScore: 86
retries: 0
fieldsWrong: 0
modelErrors

check	verdict
extraction_schema	pass
fields_correct	pass
construction_canonical	pass
nulls_stay_null	not applicable
decision_correct	pass
attribution_jev	unanswered
attribution_claude	pass

{
 "decision": "INCOMPLETE",
 "expectedDecision": "INCOMPLETE",
 "decisionCorrect": true,
 "fitScore": 86,
 "confidence": 0.9249999999999999,
 "reasons": [
  "property address"
 ],
 "extraction": {
  "insuredName": {
   "value": "Sonora Vista Homes LLC",
   "confidence": 0.98,
   "source": "email"
  },
  "propertyAddress": {
   "value": null,
   "confidence": 1,
   "source": null
  },
  "state": {
   "value": "AZ",
   "confidence": 0.97,
   "source": "email"
  },
  "county": {
   "value": "Pima",
   "confidence": 0.97,
   "source": "email"
  },
  "units": {
   "value": 22,
   "confidence": 0.9,
   "source": "email"
  },
  "tiv": {
   "value": 3300000,
   "confidence": 0.97,
   "source": "email"
  },
  "constructionType": {
   "value": "Frame",
   "confidence": 0.93,
   "source": "email"
  },
  "yearBuilt": {
   "value": 2006,
   "confidence": 0.8,
   "source": "email"
  },
  "targetPremium": {
   "value": 28000,
   "confidence": 0.95,
   "source": "email"
  },
  "subclass": {
   "value": "Single-family rental portfolio",
   "confidence": 0.93,
   "source": "email"
  },
  "priorLossSummary": {
   "value": "One liability claim, closed.",
   "confidence": 0.9,
   "source": "email"
  }
 },
 "extracted": [
  {
   "field": "insuredName",
   "value": "Sonora Vista Homes LLC",
   "source": "email"
  },
  {
   "field": "state",
   "value": "AZ",
   "source": "email"
  },
  {
   "field": "county",
   "value": "Pima",
   "source": "email"
  },
  {
   "field": "units",
   "value": 22,
   "source": "email"
  },
  {
   "field": "tiv",
   "value": 3300000,
   "source": "email"
  },
  {
   "field": "constructionType",
   "value": "Frame",
   "source": "email"
  },
  {
   "field": "yearBuilt",
   "value": 2006,
   "source": "email"
  },
  {
   "field": "targetPremium",
   "value": 28000,
   "source": "email"
  },
  {
   "field": "subclass",
   "value": "Single-family rental portfolio",
   "source": "email"
  },
  {
   "field": "priorLossSummary",
   "value": "One liability claim, closed.",
   "source": "email"
  }
 ],
 "fields": [
  {
   "field": "insuredName",
   "expected": "Sonora Vista Homes LLC",
   "got": "Sonora Vista Homes LLC",
   "correct": true
  },
  {
   "field": "state",
   "expected": "AZ",
   "got": "AZ",
   "correct": true
  },
  {
   "field": "county",
   "expected": "Pima",
   "got": "Pima",
   "correct": true
  },
  {
   "field": "units",
   "expected": 22,
   "got": 22,
   "correct": true
  },
  {
   "field": "tiv",
   "expected": 3300000,
   "got": 3300000,
   "correct": true
  },
  {
   "field": "constructionType",
   "expected": "Frame",
   "got": "Frame",
   "correct": true
  },
  {
   "field": "yearBuilt",
   "expected": 2006,
   "got": 2006,
   "correct": true
  },
  {
   "field": "targetPremium",
   "expected": 28000,
   "got": 28000,
   "correct": true
  },
  {
   "field": "subclass",
   "expected": "Single-family rental portfolio",
   "got": "Single-family rental portfolio",
   "correct": true
  }
 ],
 "retries": 0,
 "guardrails": [
  {
   "node": "extraction",
   "guardrail": "schema",
   "status": "pass"
  },
  {
   "node": "grounding",
   "guardrail": "grounding",
   "status": "pass"
  },
  {
   "node": "appetite",
   "guardrail": "missing_fields",
   "status": "warn"
  },
  {
   "node": "appetite",
   "guardrail": "confidence",
   "status": "pass"
  }
 ],
 "flags": [
  {
   "field": "propertyAddress",
   "issue": "missing",
   "detail": "property address is required by the appetite ruleset"
  }
 ]
}

Trace line (JSON)

{
  "run_id": "2026-10-20-v6",
  "suite": "extraction-prompts",
  "case_id": "V-08",
  "variant": "v3",
  "at": "2026-10-21T01:07:35.446Z",
  "ok": true,
  "usage": {
    "inputTokens": 6,
    "outputTokens": 845,
    "costUsd": 0.0089538,
    "calls": 3,
    "cacheReadTokens": 4918,
    "cacheCreationTokens": 0,
    "latencyMs": 12677,
    "metered": true,
    "provider": "claude-cli"
  },
  "checks": {
    "extraction_schema": true,
    "fields_correct": true,
    "construction_canonical": true,
    "decision_correct": true,
    "attribution_claude": true
  },
  "output_hash": "d0d4b1c882c02ca6",
  "unanswered": [
    "attribution_jev"
  ],
  "extra": {
    "decision": "INCOMPLETE",
    "fitScore": 86,
    "retries": 0,
    "fieldsWrong": 0,
    "modelErrors": ""
  },
  "stages": [
    {
      "name": "intake",
      "ok": true
    },
    {
      "name": "extraction",
      "ok": true
    },
    {
      "name": "grounding",
      "ok": true
    },
    {
      "name": "appetite",
      "ok": true
    }
  ],
  "cached": false
}

Full output record (JSON)

{
  "output": {
    "decision": "INCOMPLETE",
    "expectedDecision": "INCOMPLETE",
    "decisionCorrect": true,
    "fitScore": 86,
    "confidence": 0.9249999999999999,
    "reasons": [
      "property address"
    ],
    "extraction": {
      "insuredName": {
        "value": "Sonora Vista Homes LLC",
        "confidence": 0.98,
        "source": "email"
      },
      "propertyAddress": {
        "value": null,
        "confidence": 1,
        "source": null
      },
      "state": {
        "value": "AZ",
        "confidence": 0.97,
        "source": "email"
      },
      "county": {
        "value": "Pima",
        "confidence": 0.97,
        "source": "email"
      },
      "units": {
        "value": 22,
        "confidence": 0.9,
        "source": "email"
      },
      "tiv": {
        "value": 3300000,
        "confidence": 0.97,
        "source": "email"
      },
      "constructionType": {
        "value": "Frame",
        "confidence": 0.93,
        "source": "email"
      },
      "yearBuilt": {
        "value": 2006,
        "confidence": 0.8,
        "source": "email"
      },
      "targetPremium": {
        "value": 28000,
        "confidence": 0.95,
        "source": "email"
      },
      "subclass": {
        "value": "Single-family rental portfolio",
        "confidence": 0.93,
        "source": "email"
      },
      "priorLossSummary": {
        "value": "One liability claim, closed.",
        "confidence": 0.9,
        "source": "email"
      }
    },
    "extracted": [
      {
        "field": "insuredName",
        "value": "Sonora Vista Homes LLC",
        "source": "email"
      },
      {
        "field": "state",
        "value": "AZ",
        "source": "email"
      },
      {
        "field": "county",
        "value": "Pima",
        "source": "email"
      },
      {
        "field": "units",
        "value": 22,
        "source": "email"
      },
      {
        "field": "tiv",
        "value": 3300000,
        "source": "email"
      },
      {
        "field": "constructionType",
        "value": "Frame",
        "source": "email"
      },
      {
        "field": "yearBuilt",
        "value": 2006,
        "source": "email"
      },
      {
        "field": "targetPremium",
        "value": 28000,
        "source": "email"
      },
      {
        "field": "subclass",
        "value": "Single-family rental portfolio",
        "source": "email"
      },
      {
        "field": "priorLossSummary",
        "value": "One liability claim, closed.",
        "source": "email"
      }
    ],
    "fields": [
      {
        "field": "insuredName",
        "expected": "Sonora Vista Homes LLC",
        "got": "Sonora Vista Homes LLC",
        "correct": true
      },
      {
        "field": "state",
        "expected": "AZ",
        "got": "AZ",
        "correct": true
      },
      {
        "field": "county",
        "expected": "Pima",
        "got": "Pima",
        "correct": true
      },
      {
        "field": "units",
        "expected": 22,
        "got": 22,
        "correct": true
      },
      {
        "field": "tiv",
        "expected": 3300000,
        "got": 3300000,
        "correct": true
      },
      {
        "field": "constructionType",
        "expected": "Frame",
        "got": "Frame",
        "correct": true
      },
      {
        "field": "yearBuilt",
        "expected": 2006,
        "got": 2006,
        "correct": true
      },
      {
        "field": "targetPremium",
        "expected": 28000,
        "got": 28000,
        "correct": true
      },
      {
        "field": "subclass",
        "expected": "Single-family rental portfolio",
        "got": "Single-family rental portfolio",
        "correct": true
      }
    ],
    "retries": 0,
    "guardrails": [
      {
        "node": "extraction",
        "guardrail": "schema",
        "status": "pass"
      },
      {
        "node": "grounding",
        "guardrail": "grounding",
        "status": "pass"
      },
      {
        "node": "appetite",
        "guardrail": "missing_fields",
        "status": "warn"
      },
      {
        "node": "appetite",
        "guardrail": "confidence",
        "status": "pass"
      }
    ],
    "flags": [
      {
        "field": "propertyAddress",
        "issue": "missing",
        "detail": "property address is required by the appetite ruleset"
      }
    ]
  },
  "usage": {
    "inputTokens": 6,
    "cacheReadTokens": 4918,
    "cacheCreationTokens": 0,
    "outputTokens": 845,
    "costUsd": 0.0089538,
    "latencyMs": 12677,
    "calls": 3,
    "metered": true,
    "provider": "claude-cli"
  },
  "extra": {
    "decision": "INCOMPLETE",
    "fitScore": 86,
    "retries": 0,
    "fieldsWrong": 0,
    "modelErrors": ""
  },
  "stages": [
    {
      "name": "intake",
      "ok": true
    },
    {
      "name": "extraction",
      "ok": true
    },
    {
      "name": "grounding",
      "ok": true
    },
    {
      "name": "appetite",
      "ok": true
    }
  ]
}

v3-repeat

result: ok
prompt tokens: 4,924
output tokens: 837
cost: $0.0089
latency: 11,375 ms · 3 calls
at: 2026-10-21 01:07
stages: intake extraction grounding appetite
decision: INCOMPLETE
fitScore: 88
retries: 0
fieldsWrong: 0
modelErrors

check	verdict
extraction_schema	pass
fields_correct	pass
construction_canonical	pass
nulls_stay_null	not applicable
decision_correct	pass
attribution_jev	unanswered
attribution_claude	pass

{
 "decision": "INCOMPLETE",
 "expectedDecision": "INCOMPLETE",
 "decisionCorrect": true,
 "fitScore": 88,
 "confidence": 0.9283333333333333,
 "reasons": [
  "property address"
 ],
 "extraction": {
  "insuredName": {
   "value": "Sonora Vista Homes LLC",
   "confidence": 0.98,
   "source": "email"
  },
  "propertyAddress": {
   "value": null,
   "confidence": 1,
   "source": null
  },
  "state": {
   "value": "AZ",
   "confidence": 0.97,
   "source": "email"
  },
  "county": {
   "value": "Pima",
   "confidence": 0.97,
   "source": "email"
  },
  "units": {
   "value": 22,
   "confidence": 0.9,
   "source": "email"
  },
  "tiv": {
   "value": 3300000,
   "confidence": 0.97,
   "source": "email"
  },
  "constructionType": {
   "value": "Frame",
   "confidence": 0.95,
   "source": "email"
  },
  "yearBuilt": {
   "value": 2006,
   "confidence": 0.8,
   "source": "email"
  },
  "targetPremium": {
   "value": 28000,
   "confidence": 0.95,
   "source": "email"
  },
  "subclass": {
   "value": "Single-family rental portfolio",
   "confidence": 0.93,
   "source": "email"
  },
  "priorLossSummary": {
   "value": "One liability claim, closed.",
   "confidence": 0.9,
   "source": "email"
  }
 },
 "extracted": [
  {
   "field": "insuredName",
   "value": "Sonora Vista Homes LLC",
   "source": "email"
  },
  {
   "field": "state",
   "value": "AZ",
   "source": "email"
  },
  {
   "field": "county",
   "value": "Pima",
   "source": "email"
  },
  {
   "field": "units",
   "value": 22,
   "source": "email"
  },
  {
   "field": "tiv",
   "value": 3300000,
   "source": "email"
  },
  {
   "field": "constructionType",
   "value": "Frame",
   "source": "email"
  },
  {
   "field": "yearBuilt",
   "value": 2006,
   "source": "email"
  },
  {
   "field": "targetPremium",
   "value": 28000,
   "source": "email"
  },
  {
   "field": "subclass",
   "value": "Single-family rental portfolio",
   "source": "email"
  },
  {
   "field": "priorLossSummary",
   "value": "One liability claim, closed.",
   "source": "email"
  }
 ],
 "fields": [
  {
   "field": "insuredName",
   "expected": "Sonora Vista Homes LLC",
   "got": "Sonora Vista Homes LLC",
   "correct": true
  },
  {
   "field": "state",
   "expected": "AZ",
   "got": "AZ",
   "correct": true
  },
  {
   "field": "county",
   "expected": "Pima",
   "got": "Pima",
   "correct": true
  },
  {
   "field": "units",
   "expected": 22,
   "got": 22,
   "correct": true
  },
  {
   "field": "tiv",
   "expected": 3300000,
   "got": 3300000,
   "correct": true
  },
  {
   "field": "constructionType",
   "expected": "Frame",
   "got": "Frame",
   "correct": true
  },
  {
   "field": "yearBuilt",
   "expected": 2006,
   "got": 2006,
   "correct": true
  },
  {
   "field": "targetPremium",
   "expected": 28000,
   "got": 28000,
   "correct": true
  },
  {
   "field": "subclass",
   "expected": "Single-family rental portfolio",
   "got": "Single-family rental portfolio",
   "correct": true
  }
 ],
 "retries": 0,
 "guardrails": [
  {
   "node": "extraction",
   "guardrail": "schema",
   "status": "pass"
  },
  {
   "node": "grounding",
   "guardrail": "grounding",
   "status": "pass"
  },
  {
   "node": "appetite",
   "guardrail": "missing_fields",
   "status": "warn"
  },
  {
   "node": "appetite",
   "guardrail": "confidence",
   "status": "pass"
  }
 ],
 "flags": [
  {
   "field": "propertyAddress",
   "issue": "missing",
   "detail": "property address is required by the appetite ruleset"
  }
 ]
}

Trace line (JSON)

{
  "run_id": "2026-10-20-v6",
  "suite": "extraction-prompts",
  "case_id": "V-08",
  "variant": "v3-repeat",
  "at": "2026-10-21T01:07:34.770Z",
  "ok": true,
  "usage": {
    "inputTokens": 6,
    "outputTokens": 837,
    "costUsd": 0.008873800000000001,
    "calls": 3,
    "cacheReadTokens": 4918,
    "cacheCreationTokens": 0,
    "latencyMs": 11375,
    "metered": true,
    "provider": "claude-cli"
  },
  "checks": {
    "extraction_schema": true,
    "fields_correct": true,
    "construction_canonical": true,
    "decision_correct": true,
    "attribution_claude": true
  },
  "output_hash": "9fcc0f2025f20ad7",
  "unanswered": [
    "attribution_jev"
  ],
  "extra": {
    "decision": "INCOMPLETE",
    "fitScore": 88,
    "retries": 0,
    "fieldsWrong": 0,
    "modelErrors": ""
  },
  "stages": [
    {
      "name": "intake",
      "ok": true
    },
    {
      "name": "extraction",
      "ok": true
    },
    {
      "name": "grounding",
      "ok": true
    },
    {
      "name": "appetite",
      "ok": true
    }
  ],
  "cached": false
}

Full output record (JSON)

{
  "output": {
    "decision": "INCOMPLETE",
    "expectedDecision": "INCOMPLETE",
    "decisionCorrect": true,
    "fitScore": 88,
    "confidence": 0.9283333333333333,
    "reasons": [
      "property address"
    ],
    "extraction": {
      "insuredName": {
        "value": "Sonora Vista Homes LLC",
        "confidence": 0.98,
        "source": "email"
      },
      "propertyAddress": {
        "value": null,
        "confidence": 1,
        "source": null
      },
      "state": {
        "value": "AZ",
        "confidence": 0.97,
        "source": "email"
      },
      "county": {
        "value": "Pima",
        "confidence": 0.97,
        "source": "email"
      },
      "units": {
        "value": 22,
        "confidence": 0.9,
        "source": "email"
      },
      "tiv": {
        "value": 3300000,
        "confidence": 0.97,
        "source": "email"
      },
      "constructionType": {
        "value": "Frame",
        "confidence": 0.95,
        "source": "email"
      },
      "yearBuilt": {
        "value": 2006,
        "confidence": 0.8,
        "source": "email"
      },
      "targetPremium": {
        "value": 28000,
        "confidence": 0.95,
        "source": "email"
      },
      "subclass": {
        "value": "Single-family rental portfolio",
        "confidence": 0.93,
        "source": "email"
      },
      "priorLossSummary": {
        "value": "One liability claim, closed.",
        "confidence": 0.9,
        "source": "email"
      }
    },
    "extracted": [
      {
        "field": "insuredName",
        "value": "Sonora Vista Homes LLC",
        "source": "email"
      },
      {
        "field": "state",
        "value": "AZ",
        "source": "email"
      },
      {
        "field": "county",
        "value": "Pima",
        "source": "email"
      },
      {
        "field": "units",
        "value": 22,
        "source": "email"
      },
      {
        "field": "tiv",
        "value": 3300000,
        "source": "email"
      },
      {
        "field": "constructionType",
        "value": "Frame",
        "source": "email"
      },
      {
        "field": "yearBuilt",
        "value": 2006,
        "source": "email"
      },
      {
        "field": "targetPremium",
        "value": 28000,
        "source": "email"
      },
      {
        "field": "subclass",
        "value": "Single-family rental portfolio",
        "source": "email"
      },
      {
        "field": "priorLossSummary",
        "value": "One liability claim, closed.",
        "source": "email"
      }
    ],
    "fields": [
      {
        "field": "insuredName",
        "expected": "Sonora Vista Homes LLC",
        "got": "Sonora Vista Homes LLC",
        "correct": true
      },
      {
        "field": "state",
        "expected": "AZ",
        "got": "AZ",
        "correct": true
      },
      {
        "field": "county",
        "expected": "Pima",
        "got": "Pima",
        "correct": true
      },
      {
        "field": "units",
        "expected": 22,
        "got": 22,
        "correct": true
      },
      {
        "field": "tiv",
        "expected": 3300000,
        "got": 3300000,
        "correct": true
      },
      {
        "field": "constructionType",
        "expected": "Frame",
        "got": "Frame",
        "correct": true
      },
      {
        "field": "yearBuilt",
        "expected": 2006,
        "got": 2006,
        "correct": true
      },
      {
        "field": "targetPremium",
        "expected": 28000,
        "got": 28000,
        "correct": true
      },
      {
        "field": "subclass",
        "expected": "Single-family rental portfolio",
        "got": "Single-family rental portfolio",
        "correct": true
      }
    ],
    "retries": 0,
    "guardrails": [
      {
        "node": "extraction",
        "guardrail": "schema",
        "status": "pass"
      },
      {
        "node": "grounding",
        "guardrail": "grounding",
        "status": "pass"
      },
      {
        "node": "appetite",
        "guardrail": "missing_fields",
        "status": "warn"
      },
      {
        "node": "appetite",
        "guardrail": "confidence",
        "status": "pass"
      }
    ],
    "flags": [
      {
        "field": "propertyAddress",
        "issue": "missing",
        "detail": "property address is required by the appetite ruleset"
      }
    ]
  },
  "usage": {
    "inputTokens": 6,
    "cacheReadTokens": 4918,
    "cacheCreationTokens": 0,
    "outputTokens": 837,
    "costUsd": 0.008873800000000001,
    "latencyMs": 11375,
    "calls": 3,
    "metered": true,
    "provider": "claude-cli"
  },
  "extra": {
    "decision": "INCOMPLETE",
    "fitScore": 88,
    "retries": 0,
    "fieldsWrong": 0,
    "modelErrors": ""
  },
  "stages": [
    {
      "name": "intake",
      "ok": true
    },
    {
      "name": "extraction",
      "ok": true
    },
    {
      "name": "grounding",
      "ok": true
    },
    {
      "name": "appetite",
      "ok": true
    }
  ]
}

v4

result: ok
prompt tokens: 5,133
output tokens: 876
cost: $0.0093
latency: 12,165 ms · 3 calls
at: 2026-10-21 01:07
stages: intake extraction grounding appetite
decision: INCOMPLETE
fitScore: 86
retries: 0
fieldsWrong: 0
modelErrors

check	verdict
extraction_schema	pass
fields_correct	pass
construction_canonical	pass
nulls_stay_null	not applicable
decision_correct	pass
attribution_jev	unanswered
attribution_claude	pass

{
 "decision": "INCOMPLETE",
 "expectedDecision": "INCOMPLETE",
 "decisionCorrect": true,
 "fitScore": 86,
 "confidence": 0.9333333333333332,
 "reasons": [
  "property address"
 ],
 "extraction": {
  "insuredName": {
   "value": "Sonora Vista Homes LLC",
   "confidence": 0.98,
   "source": "email"
  },
  "propertyAddress": {
   "value": null,
   "confidence": 0,
   "source": null
  },
  "state": {
   "value": "AZ",
   "confidence": 0.97,
   "source": "email"
  },
  "county": {
   "value": "Pima",
   "confidence": 0.95,
   "source": "email"
  },
  "units": {
   "value": 22,
   "confidence": 0.95,
   "source": "email"
  },
  "tiv": {
   "value": 3300000,
   "confidence": 0.97,
   "source": "email"
  },
  "constructionType": {
   "value": "Frame",
   "confidence": 0.93,
   "source": "email"
  },
  "yearBuilt": {
   "value": 2006,
   "confidence": 0.8,
   "source": "email"
  },
  "targetPremium": {
   "value": 28000,
   "confidence": 0.95,
   "source": "email"
  },
  "subclass": {
   "value": "Single-family rental portfolio",
   "confidence": 0.93,
   "source": "email"
  },
  "priorLossSummary": {
   "value": "One liability claim, closed.",
   "confidence": 0.9,
   "source": "email"
  }
 },
 "extracted": [
  {
   "field": "insuredName",
   "value": "Sonora Vista Homes LLC",
   "source": "email"
  },
  {
   "field": "state",
   "value": "AZ",
   "source": "email"
  },
  {
   "field": "county",
   "value": "Pima",
   "source": "email"
  },
  {
   "field": "units",
   "value": 22,
   "source": "email"
  },
  {
   "field": "tiv",
   "value": 3300000,
   "source": "email"
  },
  {
   "field": "constructionType",
   "value": "Frame",
   "source": "email"
  },
  {
   "field": "yearBuilt",
   "value": 2006,
   "source": "email"
  },
  {
   "field": "targetPremium",
   "value": 28000,
   "source": "email"
  },
  {
   "field": "subclass",
   "value": "Single-family rental portfolio",
   "source": "email"
  },
  {
   "field": "priorLossSummary",
   "value": "One liability claim, closed.",
   "source": "email"
  }
 ],
 "fields": [
  {
   "field": "insuredName",
   "expected": "Sonora Vista Homes LLC",
   "got": "Sonora Vista Homes LLC",
   "correct": true
  },
  {
   "field": "state",
   "expected": "AZ",
   "got": "AZ",
   "correct": true
  },
  {
   "field": "county",
   "expected": "Pima",
   "got": "Pima",
   "correct": true
  },
  {
   "field": "units",
   "expected": 22,
   "got": 22,
   "correct": true
  },
  {
   "field": "tiv",
   "expected": 3300000,
   "got": 3300000,
   "correct": true
  },
  {
   "field": "constructionType",
   "expected": "Frame",
   "got": "Frame",
   "correct": true
  },
  {
   "field": "yearBuilt",
   "expected": 2006,
   "got": 2006,
   "correct": true
  },
  {
   "field": "targetPremium",
   "expected": 28000,
   "got": 28000,
   "correct": true
  },
  {
   "field": "subclass",
   "expected": "Single-family rental portfolio",
   "got": "Single-family rental portfolio",
   "correct": true
  }
 ],
 "retries": 0,
 "guardrails": [
  {
   "node": "extraction",
   "guardrail": "schema",
   "status": "pass"
  },
  {
   "node": "grounding",
   "guardrail": "grounding",
   "status": "pass"
  },
  {
   "node": "appetite",
   "guardrail": "missing_fields",
   "status": "warn"
  },
  {
   "node": "appetite",
   "guardrail": "confidence",
   "status": "pass"
  }
 ],
 "flags": [
  {
   "field": "propertyAddress",
   "issue": "missing",
   "detail": "property address is required by the appetite ruleset"
  }
 ]
}

Trace line (JSON)

{
  "run_id": "2026-10-20-v6",
  "suite": "extraction-prompts",
  "case_id": "V-08",
  "variant": "v4",
  "at": "2026-10-21T01:07:36.681Z",
  "ok": true,
  "usage": {
    "inputTokens": 6,
    "outputTokens": 876,
    "costUsd": 0.009284700000000002,
    "calls": 3,
    "cacheReadTokens": 5127,
    "cacheCreationTokens": 0,
    "latencyMs": 12165,
    "metered": true,
    "provider": "claude-cli"
  },
  "checks": {
    "extraction_schema": true,
    "fields_correct": true,
    "construction_canonical": true,
    "decision_correct": true,
    "attribution_claude": true
  },
  "output_hash": "38da2fe90e6a05bd",
  "unanswered": [
    "attribution_jev"
  ],
  "extra": {
    "decision": "INCOMPLETE",
    "fitScore": 86,
    "retries": 0,
    "fieldsWrong": 0,
    "modelErrors": ""
  },
  "stages": [
    {
      "name": "intake",
      "ok": true
    },
    {
      "name": "extraction",
      "ok": true
    },
    {
      "name": "grounding",
      "ok": true
    },
    {
      "name": "appetite",
      "ok": true
    }
  ],
  "cached": false
}

Full output record (JSON)

{
  "output": {
    "decision": "INCOMPLETE",
    "expectedDecision": "INCOMPLETE",
    "decisionCorrect": true,
    "fitScore": 86,
    "confidence": 0.9333333333333332,
    "reasons": [
      "property address"
    ],
    "extraction": {
      "insuredName": {
        "value": "Sonora Vista Homes LLC",
        "confidence": 0.98,
        "source": "email"
      },
      "propertyAddress": {
        "value": null,
        "confidence": 0,
        "source": null
      },
      "state": {
        "value": "AZ",
        "confidence": 0.97,
        "source": "email"
      },
      "county": {
        "value": "Pima",
        "confidence": 0.95,
        "source": "email"
      },
      "units": {
        "value": 22,
        "confidence": 0.95,
        "source": "email"
      },
      "tiv": {
        "value": 3300000,
        "confidence": 0.97,
        "source": "email"
      },
      "constructionType": {
        "value": "Frame",
        "confidence": 0.93,
        "source": "email"
      },
      "yearBuilt": {
        "value": 2006,
        "confidence": 0.8,
        "source": "email"
      },
      "targetPremium": {
        "value": 28000,
        "confidence": 0.95,
        "source": "email"
      },
      "subclass": {
        "value": "Single-family rental portfolio",
        "confidence": 0.93,
        "source": "email"
      },
      "priorLossSummary": {
        "value": "One liability claim, closed.",
        "confidence": 0.9,
        "source": "email"
      }
    },
    "extracted": [
      {
        "field": "insuredName",
        "value": "Sonora Vista Homes LLC",
        "source": "email"
      },
      {
        "field": "state",
        "value": "AZ",
        "source": "email"
      },
      {
        "field": "county",
        "value": "Pima",
        "source": "email"
      },
      {
        "field": "units",
        "value": 22,
        "source": "email"
      },
      {
        "field": "tiv",
        "value": 3300000,
        "source": "email"
      },
      {
        "field": "constructionType",
        "value": "Frame",
        "source": "email"
      },
      {
        "field": "yearBuilt",
        "value": 2006,
        "source": "email"
      },
      {
        "field": "targetPremium",
        "value": 28000,
        "source": "email"
      },
      {
        "field": "subclass",
        "value": "Single-family rental portfolio",
        "source": "email"
      },
      {
        "field": "priorLossSummary",
        "value": "One liability claim, closed.",
        "source": "email"
      }
    ],
    "fields": [
      {
        "field": "insuredName",
        "expected": "Sonora Vista Homes LLC",
        "got": "Sonora Vista Homes LLC",
        "correct": true
      },
      {
        "field": "state",
        "expected": "AZ",
        "got": "AZ",
        "correct": true
      },
      {
        "field": "county",
        "expected": "Pima",
        "got": "Pima",
        "correct": true
      },
      {
        "field": "units",
        "expected": 22,
        "got": 22,
        "correct": true
      },
      {
        "field": "tiv",
        "expected": 3300000,
        "got": 3300000,
        "correct": true
      },
      {
        "field": "constructionType",
        "expected": "Frame",
        "got": "Frame",
        "correct": true
      },
      {
        "field": "yearBuilt",
        "expected": 2006,
        "got": 2006,
        "correct": true
      },
      {
        "field": "targetPremium",
        "expected": 28000,
        "got": 28000,
        "correct": true
      },
      {
        "field": "subclass",
        "expected": "Single-family rental portfolio",
        "got": "Single-family rental portfolio",
        "correct": true
      }
    ],
    "retries": 0,
    "guardrails": [
      {
        "node": "extraction",
        "guardrail": "schema",
        "status": "pass"
      },
      {
        "node": "grounding",
        "guardrail": "grounding",
        "status": "pass"
      },
      {
        "node": "appetite",
        "guardrail": "missing_fields",
        "status": "warn"
      },
      {
        "node": "appetite",
        "guardrail": "confidence",
        "status": "pass"
      }
    ],
    "flags": [
      {
        "field": "propertyAddress",
        "issue": "missing",
        "detail": "property address is required by the appetite ruleset"
      }
    ]
  },
  "usage": {
    "inputTokens": 6,
    "cacheReadTokens": 5127,
    "cacheCreationTokens": 0,
    "outputTokens": 876,
    "costUsd": 0.009284700000000002,
    "latencyMs": 12165,
    "calls": 3,
    "metered": true,
    "provider": "claude-cli"
  },
  "extra": {
    "decision": "INCOMPLETE",
    "fitScore": 86,
    "retries": 0,
    "fieldsWrong": 0,
    "modelErrors": ""
  },
  "stages": [
    {
      "name": "intake",
      "ok": true
    },
    {
      "name": "extraction",
      "ok": true
    },
    {
      "name": "grounding",
      "ok": true
    },
    {
      "name": "appetite",
      "ok": true
    }
  ]
}

v5

result: ok
prompt tokens: 5,265
output tokens: 859
cost: $0.0091
latency: 12,199 ms · 3 calls
at: 2026-10-21 01:07
stages: intake extraction grounding appetite
decision: INCOMPLETE
fitScore: 86
retries: 0
fieldsWrong: 0
modelErrors

check	verdict
extraction_schema	pass
fields_correct	pass
construction_canonical	pass
nulls_stay_null	not applicable
decision_correct	pass
attribution_jev	unanswered
attribution_claude	pass

{
 "decision": "INCOMPLETE",
 "expectedDecision": "INCOMPLETE",
 "decisionCorrect": true,
 "fitScore": 86,
 "confidence": 0.9333333333333332,
 "reasons": [
  "property address"
 ],
 "extraction": {
  "insuredName": {
   "value": "Sonora Vista Homes LLC",
   "confidence": 0.98,
   "source": "email"
  },
  "propertyAddress": {
   "value": null,
   "confidence": 0,
   "source": null
  },
  "state": {
   "value": "AZ",
   "confidence": 0.97,
   "source": "email"
  },
  "county": {
   "value": "Pima",
   "confidence": 0.95,
   "source": "email"
  },
  "units": {
   "value": 22,
   "confidence": 0.95,
   "source": "email"
  },
  "tiv": {
   "value": 3300000,
   "confidence": 0.97,
   "source": "email"
  },
  "constructionType": {
   "value": "Frame",
   "confidence": 0.93,
   "source": "email"
  },
  "yearBuilt": {
   "value": 2006,
   "confidence": 0.8,
   "source": "email"
  },
  "targetPremium": {
   "value": 28000,
   "confidence": 0.92,
   "source": "email"
  },
  "subclass": {
   "value": "Single-family rental portfolio",
   "confidence": 0.92,
   "source": "email"
  },
  "priorLossSummary": {
   "value": "One liability claim, closed.",
   "confidence": 0.85,
   "source": "email"
  }
 },
 "extracted": [
  {
   "field": "insuredName",
   "value": "Sonora Vista Homes LLC",
   "source": "email"
  },
  {
   "field": "state",
   "value": "AZ",
   "source": "email"
  },
  {
   "field": "county",
   "value": "Pima",
   "source": "email"
  },
  {
   "field": "units",
   "value": 22,
   "source": "email"
  },
  {
   "field": "tiv",
   "value": 3300000,
   "source": "email"
  },
  {
   "field": "constructionType",
   "value": "Frame",
   "source": "email"
  },
  {
   "field": "yearBuilt",
   "value": 2006,
   "source": "email"
  },
  {
   "field": "targetPremium",
   "value": 28000,
   "source": "email"
  },
  {
   "field": "subclass",
   "value": "Single-family rental portfolio",
   "source": "email"
  },
  {
   "field": "priorLossSummary",
   "value": "One liability claim, closed.",
   "source": "email"
  }
 ],
 "fields": [
  {
   "field": "insuredName",
   "expected": "Sonora Vista Homes LLC",
   "got": "Sonora Vista Homes LLC",
   "correct": true
  },
  {
   "field": "state",
   "expected": "AZ",
   "got": "AZ",
   "correct": true
  },
  {
   "field": "county",
   "expected": "Pima",
   "got": "Pima",
   "correct": true
  },
  {
   "field": "units",
   "expected": 22,
   "got": 22,
   "correct": true
  },
  {
   "field": "tiv",
   "expected": 3300000,
   "got": 3300000,
   "correct": true
  },
  {
   "field": "constructionType",
   "expected": "Frame",
   "got": "Frame",
   "correct": true
  },
  {
   "field": "yearBuilt",
   "expected": 2006,
   "got": 2006,
   "correct": true
  },
  {
   "field": "targetPremium",
   "expected": 28000,
   "got": 28000,
   "correct": true
  },
  {
   "field": "subclass",
   "expected": "Single-family rental portfolio",
   "got": "Single-family rental portfolio",
   "correct": true
  }
 ],
 "retries": 0,
 "guardrails": [
  {
   "node": "extraction",
   "guardrail": "schema",
   "status": "pass"
  },
  {
   "node": "grounding",
   "guardrail": "grounding",
   "status": "pass"
  },
  {
   "node": "appetite",
   "guardrail": "missing_fields",
   "status": "warn"
  },
  {
   "node": "appetite",
   "guardrail": "confidence",
   "status": "pass"
  }
 ],
 "flags": [
  {
   "field": "propertyAddress",
   "issue": "missing",
   "detail": "property address is required by the appetite ruleset"
  }
 ]
}

Trace line (JSON)

{
  "run_id": "2026-10-20-v6",
  "suite": "extraction-prompts",
  "case_id": "V-08",
  "variant": "v5",
  "at": "2026-10-21T01:07:47.105Z",
  "ok": true,
  "usage": {
    "inputTokens": 6,
    "outputTokens": 859,
    "costUsd": 0.009127900000000001,
    "calls": 3,
    "cacheReadTokens": 5259,
    "cacheCreationTokens": 0,
    "latencyMs": 12199,
    "metered": true,
    "provider": "claude-cli"
  },
  "checks": {
    "extraction_schema": true,
    "fields_correct": true,
    "construction_canonical": true,
    "decision_correct": true,
    "attribution_claude": true
  },
  "output_hash": "ffe73f9da2c38e5d",
  "unanswered": [
    "attribution_jev"
  ],
  "extra": {
    "decision": "INCOMPLETE",
    "fitScore": 86,
    "retries": 0,
    "fieldsWrong": 0,
    "modelErrors": ""
  },
  "stages": [
    {
      "name": "intake",
      "ok": true
    },
    {
      "name": "extraction",
      "ok": true
    },
    {
      "name": "grounding",
      "ok": true
    },
    {
      "name": "appetite",
      "ok": true
    }
  ],
  "cached": false
}

Full output record (JSON)

{
  "output": {
    "decision": "INCOMPLETE",
    "expectedDecision": "INCOMPLETE",
    "decisionCorrect": true,
    "fitScore": 86,
    "confidence": 0.9333333333333332,
    "reasons": [
      "property address"
    ],
    "extraction": {
      "insuredName": {
        "value": "Sonora Vista Homes LLC",
        "confidence": 0.98,
        "source": "email"
      },
      "propertyAddress": {
        "value": null,
        "confidence": 0,
        "source": null
      },
      "state": {
        "value": "AZ",
        "confidence": 0.97,
        "source": "email"
      },
      "county": {
        "value": "Pima",
        "confidence": 0.95,
        "source": "email"
      },
      "units": {
        "value": 22,
        "confidence": 0.95,
        "source": "email"
      },
      "tiv": {
        "value": 3300000,
        "confidence": 0.97,
        "source": "email"
      },
      "constructionType": {
        "value": "Frame",
        "confidence": 0.93,
        "source": "email"
      },
      "yearBuilt": {
        "value": 2006,
        "confidence": 0.8,
        "source": "email"
      },
      "targetPremium": {
        "value": 28000,
        "confidence": 0.92,
        "source": "email"
      },
      "subclass": {
        "value": "Single-family rental portfolio",
        "confidence": 0.92,
        "source": "email"
      },
      "priorLossSummary": {
        "value": "One liability claim, closed.",
        "confidence": 0.85,
        "source": "email"
      }
    },
    "extracted": [
      {
        "field": "insuredName",
        "value": "Sonora Vista Homes LLC",
        "source": "email"
      },
      {
        "field": "state",
        "value": "AZ",
        "source": "email"
      },
      {
        "field": "county",
        "value": "Pima",
        "source": "email"
      },
      {
        "field": "units",
        "value": 22,
        "source": "email"
      },
      {
        "field": "tiv",
        "value": 3300000,
        "source": "email"
      },
      {
        "field": "constructionType",
        "value": "Frame",
        "source": "email"
      },
      {
        "field": "yearBuilt",
        "value": 2006,
        "source": "email"
      },
      {
        "field": "targetPremium",
        "value": 28000,
        "source": "email"
      },
      {
        "field": "subclass",
        "value": "Single-family rental portfolio",
        "source": "email"
      },
      {
        "field": "priorLossSummary",
        "value": "One liability claim, closed.",
        "source": "email"
      }
    ],
    "fields": [
      {
        "field": "insuredName",
        "expected": "Sonora Vista Homes LLC",
        "got": "Sonora Vista Homes LLC",
        "correct": true
      },
      {
        "field": "state",
        "expected": "AZ",
        "got": "AZ",
        "correct": true
      },
      {
        "field": "county",
        "expected": "Pima",
        "got": "Pima",
        "correct": true
      },
      {
        "field": "units",
        "expected": 22,
        "got": 22,
        "correct": true
      },
      {
        "field": "tiv",
        "expected": 3300000,
        "got": 3300000,
        "correct": true
      },
      {
        "field": "constructionType",
        "expected": "Frame",
        "got": "Frame",
        "correct": true
      },
      {
        "field": "yearBuilt",
        "expected": 2006,
        "got": 2006,
        "correct": true
      },
      {
        "field": "targetPremium",
        "expected": 28000,
        "got": 28000,
        "correct": true
      },
      {
        "field": "subclass",
        "expected": "Single-family rental portfolio",
        "got": "Single-family rental portfolio",
        "correct": true
      }
    ],
    "retries": 0,
    "guardrails": [
      {
        "node": "extraction",
        "guardrail": "schema",
        "status": "pass"
      },
      {
        "node": "grounding",
        "guardrail": "grounding",
        "status": "pass"
      },
      {
        "node": "appetite",
        "guardrail": "missing_fields",
        "status": "warn"
      },
      {
        "node": "appetite",
        "guardrail": "confidence",
        "status": "pass"
      }
    ],
    "flags": [
      {
        "field": "propertyAddress",
        "issue": "missing",
        "detail": "property address is required by the appetite ruleset"
      }
    ]
  },
  "usage": {
    "inputTokens": 6,
    "cacheReadTokens": 5259,
    "cacheCreationTokens": 0,
    "outputTokens": 859,
    "costUsd": 0.009127900000000001,
    "latencyMs": 12199,
    "calls": 3,
    "metered": true,
    "provider": "claude-cli"
  },
  "extra": {
    "decision": "INCOMPLETE",
    "fitScore": 86,
    "retries": 0,
    "fieldsWrong": 0,
    "modelErrors": ""
  },
  "stages": [
    {
      "name": "intake",
      "ok": true
    },
    {
      "name": "extraction",
      "ok": true
    },
    {
      "name": "grounding",
      "ok": true
    },
    {
      "name": "appetite",
      "ok": true
    }
  ]
}

v6

result: ok
prompt tokens: 5,300
output tokens: 846
cost: $0.0115
latency: 11,872 ms · 3 calls
at: 2026-10-21 01:07
stages: intake extraction grounding appetite
decision: INCOMPLETE
fitScore: 86
retries: 0
fieldsWrong: 0
modelErrors

check	verdict
extraction_schema	pass
fields_correct	pass
construction_canonical	pass
nulls_stay_null	not applicable
decision_correct	pass
attribution_jev	unanswered
attribution_claude	pass

{
 "decision": "INCOMPLETE",
 "expectedDecision": "INCOMPLETE",
 "decisionCorrect": true,
 "fitScore": 86,
 "confidence": 0.9416666666666665,
 "reasons": [
  "property address"
 ],
 "extraction": {
  "insuredName": {
   "value": "Sonora Vista Homes LLC",
   "confidence": 0.98,
   "source": "email"
  },
  "propertyAddress": {
   "value": null,
   "confidence": 0,
   "source": null
  },
  "state": {
   "value": "AZ",
   "confidence": 0.97,
   "source": "email"
  },
  "county": {
   "value": "Pima",
   "confidence": 0.95,
   "source": "email"
  },
  "units": {
   "value": 22,
   "confidence": 0.95,
   "source": "email"
  },
  "tiv": {
   "value": 3300000,
   "confidence": 0.97,
   "source": "email"
  },
  "constructionType": {
   "value": "Frame",
   "confidence": 0.93,
   "source": "email"
  },
  "yearBuilt": {
   "value": 2006,
   "confidence": 0.85,
   "source": "email"
  },
  "targetPremium": {
   "value": 28000,
   "confidence": 0.93,
   "source": "email"
  },
  "subclass": {
   "value": "Single-family rental portfolio",
   "confidence": 0.9,
   "source": "email"
  },
  "priorLossSummary": {
   "value": "One liability claim, closed.",
   "confidence": 0.9,
   "source": "email"
  }
 },
 "extracted": [
  {
   "field": "insuredName",
   "value": "Sonora Vista Homes LLC",
   "source": "email"
  },
  {
   "field": "state",
   "value": "AZ",
   "source": "email"
  },
  {
   "field": "county",
   "value": "Pima",
   "source": "email"
  },
  {
   "field": "units",
   "value": 22,
   "source": "email"
  },
  {
   "field": "tiv",
   "value": 3300000,
   "source": "email"
  },
  {
   "field": "constructionType",
   "value": "Frame",
   "source": "email"
  },
  {
   "field": "yearBuilt",
   "value": 2006,
   "source": "email"
  },
  {
   "field": "targetPremium",
   "value": 28000,
   "source": "email"
  },
  {
   "field": "subclass",
   "value": "Single-family rental portfolio",
   "source": "email"
  },
  {
   "field": "priorLossSummary",
   "value": "One liability claim, closed.",
   "source": "email"
  }
 ],
 "fields": [
  {
   "field": "insuredName",
   "expected": "Sonora Vista Homes LLC",
   "got": "Sonora Vista Homes LLC",
   "correct": true
  },
  {
   "field": "state",
   "expected": "AZ",
   "got": "AZ",
   "correct": true
  },
  {
   "field": "county",
   "expected": "Pima",
   "got": "Pima",
   "correct": true
  },
  {
   "field": "units",
   "expected": 22,
   "got": 22,
   "correct": true
  },
  {
   "field": "tiv",
   "expected": 3300000,
   "got": 3300000,
   "correct": true
  },
  {
   "field": "constructionType",
   "expected": "Frame",
   "got": "Frame",
   "correct": true
  },
  {
   "field": "yearBuilt",
   "expected": 2006,
   "got": 2006,
   "correct": true
  },
  {
   "field": "targetPremium",
   "expected": 28000,
   "got": 28000,
   "correct": true
  },
  {
   "field": "subclass",
   "expected": "Single-family rental portfolio",
   "got": "Single-family rental portfolio",
   "correct": true
  }
 ],
 "retries": 0,
 "guardrails": [
  {
   "node": "extraction",
   "guardrail": "schema",
   "status": "pass"
  },
  {
   "node": "grounding",
   "guardrail": "grounding",
   "status": "pass"
  },
  {
   "node": "appetite",
   "guardrail": "missing_fields",
   "status": "warn"
  },
  {
   "node": "appetite",
   "guardrail": "confidence",
   "status": "pass"
  }
 ],
 "flags": [
  {
   "field": "propertyAddress",
   "issue": "missing",
   "detail": "property address is required by the appetite ruleset"
  }
 ]
}

Trace line (JSON)

{
  "run_id": "2026-10-20-v6",
  "suite": "extraction-prompts",
  "case_id": "V-08",
  "variant": "v6",
  "at": "2026-10-21T01:07:44.647Z",
  "ok": true,
  "usage": {
    "inputTokens": 6,
    "outputTokens": 846,
    "costUsd": 0.011493500000000002,
    "calls": 3,
    "cacheReadTokens": 4655,
    "cacheCreationTokens": 639,
    "latencyMs": 11872,
    "metered": true,
    "provider": "claude-cli"
  },
  "checks": {
    "extraction_schema": true,
    "fields_correct": true,
    "construction_canonical": true,
    "decision_correct": true,
    "attribution_claude": true
  },
  "output_hash": "254bff042c90528a",
  "unanswered": [
    "attribution_jev"
  ],
  "extra": {
    "decision": "INCOMPLETE",
    "fitScore": 86,
    "retries": 0,
    "fieldsWrong": 0,
    "modelErrors": ""
  },
  "stages": [
    {
      "name": "intake",
      "ok": true
    },
    {
      "name": "extraction",
      "ok": true
    },
    {
      "name": "grounding",
      "ok": true
    },
    {
      "name": "appetite",
      "ok": true
    }
  ],
  "cached": false
}

Full output record (JSON)

{
  "output": {
    "decision": "INCOMPLETE",
    "expectedDecision": "INCOMPLETE",
    "decisionCorrect": true,
    "fitScore": 86,
    "confidence": 0.9416666666666665,
    "reasons": [
      "property address"
    ],
    "extraction": {
      "insuredName": {
        "value": "Sonora Vista Homes LLC",
        "confidence": 0.98,
        "source": "email"
      },
      "propertyAddress": {
        "value": null,
        "confidence": 0,
        "source": null
      },
      "state": {
        "value": "AZ",
        "confidence": 0.97,
        "source": "email"
      },
      "county": {
        "value": "Pima",
        "confidence": 0.95,
        "source": "email"
      },
      "units": {
        "value": 22,
        "confidence": 0.95,
        "source": "email"
      },
      "tiv": {
        "value": 3300000,
        "confidence": 0.97,
        "source": "email"
      },
      "constructionType": {
        "value": "Frame",
        "confidence": 0.93,
        "source": "email"
      },
      "yearBuilt": {
        "value": 2006,
        "confidence": 0.85,
        "source": "email"
      },
      "targetPremium": {
        "value": 28000,
        "confidence": 0.93,
        "source": "email"
      },
      "subclass": {
        "value": "Single-family rental portfolio",
        "confidence": 0.9,
        "source": "email"
      },
      "priorLossSummary": {
        "value": "One liability claim, closed.",
        "confidence": 0.9,
        "source": "email"
      }
    },
    "extracted": [
      {
        "field": "insuredName",
        "value": "Sonora Vista Homes LLC",
        "source": "email"
      },
      {
        "field": "state",
        "value": "AZ",
        "source": "email"
      },
      {
        "field": "county",
        "value": "Pima",
        "source": "email"
      },
      {
        "field": "units",
        "value": 22,
        "source": "email"
      },
      {
        "field": "tiv",
        "value": 3300000,
        "source": "email"
      },
      {
        "field": "constructionType",
        "value": "Frame",
        "source": "email"
      },
      {
        "field": "yearBuilt",
        "value": 2006,
        "source": "email"
      },
      {
        "field": "targetPremium",
        "value": 28000,
        "source": "email"
      },
      {
        "field": "subclass",
        "value": "Single-family rental portfolio",
        "source": "email"
      },
      {
        "field": "priorLossSummary",
        "value": "One liability claim, closed.",
        "source": "email"
      }
    ],
    "fields": [
      {
        "field": "insuredName",
        "expected": "Sonora Vista Homes LLC",
        "got": "Sonora Vista Homes LLC",
        "correct": true
      },
      {
        "field": "state",
        "expected": "AZ",
        "got": "AZ",
        "correct": true
      },
      {
        "field": "county",
        "expected": "Pima",
        "got": "Pima",
        "correct": true
      },
      {
        "field": "units",
        "expected": 22,
        "got": 22,
        "correct": true
      },
      {
        "field": "tiv",
        "expected": 3300000,
        "got": 3300000,
        "correct": true
      },
      {
        "field": "constructionType",
        "expected": "Frame",
        "got": "Frame",
        "correct": true
      },
      {
        "field": "yearBuilt",
        "expected": 2006,
        "got": 2006,
        "correct": true
      },
      {
        "field": "targetPremium",
        "expected": 28000,
        "got": 28000,
        "correct": true
      },
      {
        "field": "subclass",
        "expected": "Single-family rental portfolio",
        "got": "Single-family rental portfolio",
        "correct": true
      }
    ],
    "retries": 0,
    "guardrails": [
      {
        "node": "extraction",
        "guardrail": "schema",
        "status": "pass"
      },
      {
        "node": "grounding",
        "guardrail": "grounding",
        "status": "pass"
      },
      {
        "node": "appetite",
        "guardrail": "missing_fields",
        "status": "warn"
      },
      {
        "node": "appetite",
        "guardrail": "confidence",
        "status": "pass"
      }
    ],
    "flags": [
      {
        "field": "propertyAddress",
        "issue": "missing",
        "detail": "property address is required by the appetite ruleset"
      }
    ]
  },
  "usage": {
    "inputTokens": 6,
    "cacheReadTokens": 4655,
    "cacheCreationTokens": 639,
    "outputTokens": 846,
    "costUsd": 0.011493500000000002,
    "latencyMs": 11872,
    "calls": 3,
    "metered": true,
    "provider": "claude-cli"
  },
  "extra": {
    "decision": "INCOMPLETE",
    "fitScore": 86,
    "retries": 0,
    "fieldsWrong": 0,
    "modelErrors": ""
  },
  "stages": [
    {
      "name": "intake",
      "ok": true
    },
    {
      "name": "extraction",
      "ok": true
    },
    {
      "name": "grounding",
      "ok": true
    },
    {
      "name": "appetite",
      "ok": true
    }
  ]
}