V-03

exchange-triage · run 2026-10-19-prompts

Input

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

Broker: Variant desk

Team — quick one. Insured: Prairie Stone Rentals LLC. 14-unit apartment building, 402 S Weber St, Colorado Springs, CO 80903 (El Paso County). Masonry, built 2008.

TIV: 2.1m. Premium target $19,500. No losses.

Thanks.

Outputs

One column per variant. Checks are the suite's binary checks on this output; a judge that gave no verdict is unanswered and not counted.

v1

result: ok
prompt tokens: 4,165
output tokens: 838
cost: $0.0230
latency: 13,437 ms · 3 calls
at: 2026-10-20 04:59
stages: intake extraction grounding appetite
decision: IN APPETITE
fitScore: 93
retries: 0
fieldsWrong: 0
modelErrors

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

{
 "decision": "IN APPETITE",
 "expectedDecision": "IN APPETITE",
 "decisionCorrect": true,
 "fitScore": 93,
 "confidence": 0.9457142857142856,
 "reasons": [
  "Prairie Stone Rentals sits comfortably inside appetite: CO is an allowed state, 14 units is well under the 60-unit cap, and the $2.1M TIV falls mid-band. 2008 masonry construction is preferred, El Paso County carries no coastal restriction, and the $19,500 target GWP sits within the premium band with no prior losses. Bind with standard terms."
 ],
 "extraction": {
  "insuredName": {
   "value": "Prairie Stone Rentals LLC",
   "confidence": 0.98,
   "source": "email"
  },
  "propertyAddress": {
   "value": "402 S Weber St, Colorado Springs, CO 80903",
   "confidence": 0.97,
   "source": "email"
  },
  "state": {
   "value": "CO",
   "confidence": 0.98,
   "source": "email"
  },
  "county": {
   "value": "El Paso",
   "confidence": 0.95,
   "source": "email"
  },
  "units": {
   "value": 14,
   "confidence": 0.97,
   "source": "email"
  },
  "tiv": {
   "value": 2100000,
   "confidence": 0.9,
   "source": "email"
  },
  "constructionType": {
   "value": "Masonry",
   "confidence": 0.85,
   "source": "email"
  },
  "yearBuilt": {
   "value": 2008,
   "confidence": 0.97,
   "source": "email"
  },
  "targetPremium": {
   "value": 19500,
   "confidence": 0.97,
   "source": "email"
  },
  "subclass": {
   "value": null,
   "confidence": 0.4,
   "source": null
  },
  "priorLossSummary": {
   "value": "No losses",
   "confidence": 0.9,
   "source": "email"
  }
 },
 "extracted": [
  {
   "field": "insuredName",
   "value": "Prairie Stone Rentals LLC",
   "source": "email"
  },
  {
   "field": "propertyAddress",
   "value": "402 S Weber St, Colorado Springs, CO 80903",
   "source": "email"
  },
  {
   "field": "state",
   "value": "CO",
   "source": "email"
  },
  {
   "field": "county",
   "value": "El Paso",
   "source": "email"
  },
  {
   "field": "units",
   "value": 14,
   "source": "email"
  },
  {
   "field": "tiv",
   "value": 2100000,
   "source": "email"
  },
  {
   "field": "constructionType",
   "value": "Masonry",
   "source": "email"
  },
  {
   "field": "yearBuilt",
   "value": 2008,
   "source": "email"
  },
  {
   "field": "targetPremium",
   "value": 19500,
   "source": "email"
  },
  {
   "field": "priorLossSummary",
   "value": "No losses",
   "source": "email"
  }
 ],
 "fields": [
  {
   "field": "insuredName",
   "expected": "Prairie Stone Rentals LLC",
   "got": "Prairie Stone Rentals LLC",
   "correct": true
  },
  {
   "field": "state",
   "expected": "CO",
   "got": "CO",
   "correct": true
  },
  {
   "field": "county",
   "expected": "El Paso",
   "got": "El Paso",
   "correct": true
  },
  {
   "field": "units",
   "expected": 14,
   "got": 14,
   "correct": true
  },
  {
   "field": "tiv",
   "expected": 2100000,
   "got": 2100000,
   "correct": true
  },
  {
   "field": "yearBuilt",
   "expected": 2008,
   "got": 2008,
   "correct": true
  },
  {
   "field": "targetPremium",
   "expected": 19500,
   "got": 19500,
   "correct": true
  }
 ],
 "retries": 0,
 "guardrails": [
  {
   "node": "extraction",
   "guardrail": "schema",
   "status": "pass"
  },
  {
   "node": "grounding",
   "guardrail": "grounding",
   "status": "pass"
  },
  {
   "node": "appetite",
   "guardrail": "missing_fields",
   "status": "pass"
  },
  {
   "node": "appetite",
   "guardrail": "confidence",
   "status": "pass"
  }
 ],
 "flags": []
}

v2

result: ok
prompt tokens: 4,522
output tokens: 962
cost: $0.0223
latency: 263,058 ms · 3 calls
at: 2026-10-19 22:15
stages: intake extraction grounding appetite
decision: INCOMPLETE
fitScore: 84
retries: 0
fieldsWrong: 0

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

{
 "decision": "INCOMPLETE",
 "expectedDecision": "IN APPETITE",
 "decisionCorrect": false,
 "fitScore": 84,
 "confidence": 0.9583333333333335,
 "reasons": [
  "construction type"
 ],
 "extraction": {
  "insuredName": {
   "value": "Prairie Stone Rentals LLC",
   "confidence": 0.98,
   "source": "email"
  },
  "propertyAddress": {
   "value": "402 S Weber St, Colorado Springs, CO 80903",
   "confidence": 0.98,
   "source": "email"
  },
  "state": {
   "value": "CO",
   "confidence": 0.99,
   "source": "email"
  },
  "county": {
   "value": "El Paso",
   "confidence": 0.95,
   "source": "email"
  },
  "units": {
   "value": 14,
   "confidence": 0.95,
   "source": "email"
  },
  "tiv": {
   "value": 2100000,
   "confidence": 0.9,
   "source": "email"
  },
  "constructionType": {
   "value": null,
   "confidence": 0.2,
   "source": null
  },
  "yearBuilt": {
   "value": 2008,
   "confidence": 0.95,
   "source": "email"
  },
  "targetPremium": {
   "value": 19500,
   "confidence": 0.95,
   "source": "email"
  },
  "subclass": {
   "value": null,
   "confidence": 0.2,
   "source": null
  },
  "priorLossSummary": {
   "value": "No losses",
   "confidence": 0.85,
   "source": "email"
  }
 },
 "extracted": [
  {
   "field": "insuredName",
   "value": "Prairie Stone Rentals LLC",
   "source": "email"
  },
  {
   "field": "propertyAddress",
   "value": "402 S Weber St, Colorado Springs, CO 80903",
   "source": "email"
  },
  {
   "field": "state",
   "value": "CO",
   "source": "email"
  },
  {
   "field": "county",
   "value": "El Paso",
   "source": "email"
  },
  {
   "field": "units",
   "value": 14,
   "source": "email"
  },
  {
   "field": "tiv",
   "value": 2100000,
   "source": "email"
  },
  {
   "field": "yearBuilt",
   "value": 2008,
   "source": "email"
  },
  {
   "field": "targetPremium",
   "value": 19500,
   "source": "email"
  },
  {
   "field": "priorLossSummary",
   "value": "No losses",
   "source": "email"
  }
 ],
 "fields": [
  {
   "field": "insuredName",
   "expected": "Prairie Stone Rentals LLC",
   "got": "Prairie Stone Rentals LLC",
   "correct": true
  },
  {
   "field": "state",
   "expected": "CO",
   "got": "CO",
   "correct": true
  },
  {
   "field": "county",
   "expected": "El Paso",
   "got": "El Paso",
   "correct": true
  },
  {
   "field": "units",
   "expected": 14,
   "got": 14,
   "correct": true
  },
  {
   "field": "tiv",
   "expected": 2100000,
   "got": 2100000,
   "correct": true
  },
  {
   "field": "yearBuilt",
   "expected": 2008,
   "got": 2008,
   "correct": true
  },
  {
   "field": "targetPremium",
   "expected": 19500,
   "got": 19500,
   "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": "constructionType",
   "issue": "missing",
   "detail": "construction type is required by the appetite ruleset"
  }
 ]
}

v2-repeat

result: ok
prompt tokens: 4,522
output tokens: 982
cost: $0.0225
latency: 12,099 ms · 3 calls
at: 2026-10-20 04:58
stages: intake extraction grounding appetite
decision: INCOMPLETE
fitScore: 82
retries: 0
fieldsWrong: 0
modelErrors

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

{
 "decision": "INCOMPLETE",
 "expectedDecision": "IN APPETITE",
 "decisionCorrect": false,
 "fitScore": 82,
 "confidence": 0.9566666666666667,
 "reasons": [
  "construction type"
 ],
 "extraction": {
  "insuredName": {
   "value": "Prairie Stone Rentals LLC",
   "confidence": 0.98,
   "source": "email"
  },
  "propertyAddress": {
   "value": "402 S Weber St, Colorado Springs, CO 80903",
   "confidence": 0.98,
   "source": "email"
  },
  "state": {
   "value": "CO",
   "confidence": 0.98,
   "source": "email"
  },
  "county": {
   "value": "El Paso",
   "confidence": 0.95,
   "source": "email"
  },
  "units": {
   "value": 14,
   "confidence": 0.95,
   "source": "email"
  },
  "tiv": {
   "value": 2100000,
   "confidence": 0.9,
   "source": "email"
  },
  "constructionType": {
   "value": null,
   "confidence": 0.2,
   "source": null
  },
  "yearBuilt": {
   "value": 2008,
   "confidence": 0.95,
   "source": "email"
  },
  "targetPremium": {
   "value": 19500,
   "confidence": 0.95,
   "source": "email"
  },
  "subclass": {
   "value": null,
   "confidence": 0.3,
   "source": null
  },
  "priorLossSummary": {
   "value": "No losses",
   "confidence": 0.85,
   "source": "email"
  }
 },
 "extracted": [
  {
   "field": "insuredName",
   "value": "Prairie Stone Rentals LLC",
   "source": "email"
  },
  {
   "field": "propertyAddress",
   "value": "402 S Weber St, Colorado Springs, CO 80903",
   "source": "email"
  },
  {
   "field": "state",
   "value": "CO",
   "source": "email"
  },
  {
   "field": "county",
   "value": "El Paso",
   "source": "email"
  },
  {
   "field": "units",
   "value": 14,
   "source": "email"
  },
  {
   "field": "tiv",
   "value": 2100000,
   "source": "email"
  },
  {
   "field": "yearBuilt",
   "value": 2008,
   "source": "email"
  },
  {
   "field": "targetPremium",
   "value": 19500,
   "source": "email"
  },
  {
   "field": "priorLossSummary",
   "value": "No losses",
   "source": "email"
  }
 ],
 "fields": [
  {
   "field": "insuredName",
   "expected": "Prairie Stone Rentals LLC",
   "got": "Prairie Stone Rentals LLC",
   "correct": true
  },
  {
   "field": "state",
   "expected": "CO",
   "got": "CO",
   "correct": true
  },
  {
   "field": "county",
   "expected": "El Paso",
   "got": "El Paso",
   "correct": true
  },
  {
   "field": "units",
   "expected": 14,
   "got": 14,
   "correct": true
  },
  {
   "field": "tiv",
   "expected": 2100000,
   "got": 2100000,
   "correct": true
  },
  {
   "field": "yearBuilt",
   "expected": 2008,
   "got": 2008,
   "correct": true
  },
  {
   "field": "targetPremium",
   "expected": 19500,
   "got": 19500,
   "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": "constructionType",
   "issue": "missing",
   "detail": "construction type is required by the appetite ruleset"
  }
 ]
}

v3

result: ok
prompt tokens: 4,840
output tokens: 1,123
cost: $0.0240
latency: 279,260 ms · 3 calls
at: 2026-10-19 22:16
stages: intake extraction grounding appetite
decision: INCOMPLETE
fitScore: 74
retries: 0
fieldsWrong: 0

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

{
 "decision": "INCOMPLETE",
 "expectedDecision": "IN APPETITE",
 "decisionCorrect": false,
 "fitScore": 74,
 "confidence": 0.9633333333333334,
 "reasons": [
  "construction type"
 ],
 "extraction": {
  "insuredName": {
   "value": "Prairie Stone Rentals LLC",
   "confidence": 0.98,
   "source": "email"
  },
  "propertyAddress": {
   "value": "402 S Weber St, Colorado Springs, CO 80903",
   "confidence": 0.97,
   "source": "email"
  },
  "state": {
   "value": "CO",
   "confidence": 0.99,
   "source": "email"
  },
  "county": {
   "value": "El Paso",
   "confidence": 0.97,
   "source": "email"
  },
  "units": {
   "value": 14,
   "confidence": 0.97,
   "source": "email"
  },
  "tiv": {
   "value": 2100000,
   "confidence": 0.9,
   "source": "email"
  },
  "constructionType": {
   "value": null,
   "confidence": 0.2,
   "source": null
  },
  "yearBuilt": {
   "value": 2008,
   "confidence": 0.97,
   "source": "email"
  },
  "targetPremium": {
   "value": 19500,
   "confidence": 0.97,
   "source": "email"
  },
  "subclass": {
   "value": null,
   "confidence": 0.9,
   "source": null
  },
  "priorLossSummary": {
   "value": "No losses reported",
   "confidence": 0.9,
   "source": "email"
  }
 },
 "extracted": [
  {
   "field": "insuredName",
   "value": "Prairie Stone Rentals LLC",
   "source": "email"
  },
  {
   "field": "propertyAddress",
   "value": "402 S Weber St, Colorado Springs, CO 80903",
   "source": "email"
  },
  {
   "field": "state",
   "value": "CO",
   "source": "email"
  },
  {
   "field": "county",
   "value": "El Paso",
   "source": "email"
  },
  {
   "field": "units",
   "value": 14,
   "source": "email"
  },
  {
   "field": "tiv",
   "value": 2100000,
   "source": "email"
  },
  {
   "field": "yearBuilt",
   "value": 2008,
   "source": "email"
  },
  {
   "field": "targetPremium",
   "value": 19500,
   "source": "email"
  },
  {
   "field": "priorLossSummary",
   "value": "No losses reported",
   "source": "email"
  }
 ],
 "fields": [
  {
   "field": "insuredName",
   "expected": "Prairie Stone Rentals LLC",
   "got": "Prairie Stone Rentals LLC",
   "correct": true
  },
  {
   "field": "state",
   "expected": "CO",
   "got": "CO",
   "correct": true
  },
  {
   "field": "county",
   "expected": "El Paso",
   "got": "El Paso",
   "correct": true
  },
  {
   "field": "units",
   "expected": 14,
   "got": 14,
   "correct": true
  },
  {
   "field": "tiv",
   "expected": 2100000,
   "got": 2100000,
   "correct": true
  },
  {
   "field": "yearBuilt",
   "expected": 2008,
   "got": 2008,
   "correct": true
  },
  {
   "field": "targetPremium",
   "expected": 19500,
   "got": 19500,
   "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": "constructionType",
   "issue": "missing",
   "detail": "construction type is required by the appetite ruleset"
  }
 ]
}