Weigh evals you can watch
2026-10-20 22:35 UTC

GOLD-09

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

Input

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

Broker: Marcus Bell, Bell Risk Partners

Good afternoon,

Please consider Willow & Vine Holdings LLC — a scheduled portfolio of 18 single-family rental homes across Louisville, KY (Jefferson County). All homes within a 6-mile radius, professionally managed, long-term tenants.

Combined TIV $3,600,000. Expiring premium $31,000. One liability claim 2024 (dog bite, closed), no property losses in five years.

I'm still collecting the full schedule with construction detail and year built per home — the insured's prior agent left them without copies. Can you review subject to the schedule to follow?

Marcus Bell
Bell Risk Partners

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
4,295
output tokens
866
cost
$0.0175
latency
66,000 ms · 3 calls
at
2026-10-19 22:10
stages
intake extraction grounding appetite
decision
INCOMPLETE
fitScore
78
retries
0
fieldsWrong
0
checkverdict
extraction_schemapass
fields_correctpass
construction_canonicalpass
nulls_stay_nullpass
decision_correctpass
attribution_jevpass
attribution_claudefail
{
 "decision": "INCOMPLETE",
 "expectedDecision": "INCOMPLETE",
 "decisionCorrect": true,
 "fitScore": 78,
 "confidence": 0.9550000000000001,
 "reasons": [
  "property address",
  "construction type",
  "year built"
 ],
 "extraction": {
  "insuredName": {
   "value": "Willow & Vine Holdings LLC",
   "confidence": 0.98,
   "source": "email"
  },
  "propertyAddress": {
   "value": null,
   "confidence": 0.9,
   "source": null
  },
  "state": {
   "value": "KY",
   "confidence": 0.97,
   "source": "email"
  },
  "county": {
   "value": "Jefferson",
   "confidence": 0.95,
   "source": "email"
  },
  "units": {
   "value": 18,
   "confidence": 0.9,
   "source": "email"
  },
  "tiv": {
   "value": 3600000,
   "confidence": 0.97,
   "source": "email"
  },
  "constructionType": {
   "value": null,
   "confidence": 0.95,
   "source": null
  },
  "yearBuilt": {
   "value": null,
   "confidence": 0.95,
   "source": null
  },
  "targetPremium": {
   "value": 31000,
   "confidence": 0.6,
   "source": "email"
  },
  "subclass": {
   "value": "Single-family rental portfolio",
   "confidence": 0.95,
   "source": "email"
  },
  "priorLossSummary": {
   "value": "One liability claim in 2024 (dog bite, closed); no property losses in the past five years.",
   "confidence": 0.95,
   "source": "email"
  }
 },
 "extracted": [
  {
   "field": "insuredName",
   "value": "Willow & Vine Holdings LLC",
   "source": "email"
  },
  {
   "field": "state",
   "value": "KY",
   "source": "email"
  },
  {
   "field": "county",
   "value": "Jefferson",
   "source": "email"
  },
  {
   "field": "units",
   "value": 18,
   "source": "email"
  },
  {
   "field": "tiv",
   "value": 3600000,
   "source": "email"
  },
  {
   "field": "targetPremium",
   "value": 31000,
   "source": "email"
  },
  {
   "field": "subclass",
   "value": "Single-family rental portfolio",
   "source": "email"
  },
  {
   "field": "priorLossSummary",
   "value": "One liability claim in 2024 (dog bite, closed); no property losses in the past five years.",
   "source": "email"
  }
 ],
 "fields": [
  {
   "field": "insuredName",
   "expected": "Willow & Vine Holdings LLC",
   "got": "Willow & Vine Holdings LLC",
   "correct": true
  },
  {
   "field": "state",
   "expected": "KY",
   "got": "KY",
   "correct": true
  },
  {
   "field": "county",
   "expected": "Jefferson",
   "got": "Jefferson",
   "correct": true
  },
  {
   "field": "units",
   "expected": 18,
   "got": 18,
   "correct": true
  },
  {
   "field": "tiv",
   "expected": 3600000,
   "got": 3600000,
   "correct": true
  },
  {
   "field": "constructionType",
   "expected": null,
   "got": null,
   "correct": true
  },
  {
   "field": "yearBuilt",
   "expected": null,
   "got": null,
   "correct": true
  },
  {
   "field": "targetPremium",
   "expected": 31000,
   "got": 31000,
   "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": "warn"
  },
  {
   "node": "appetite",
   "guardrail": "missing_fields",
   "status": "warn"
  },
  {
   "node": "appetite",
   "guardrail": "confidence",
   "status": "pass"
  }
 ],
 "flags": [
  {
   "field": "targetPremium",
   "issue": "ambiguous",
   "detail": "not clearly supported by source: $31,000 is the expiring premium, not a stated target premium; no target was given."
  },
  {
   "field": "propertyAddress",
   "issue": "missing",
   "detail": "property address is required by the appetite ruleset"
  },
  {
   "field": "constructionType",
   "issue": "missing",
   "detail": "construction type is required by the appetite ruleset"
  },
  {
   "field": "yearBuilt",
   "issue": "missing",
   "detail": "year built is required by the appetite ruleset"
  }
 ]
}

v2

result
ok
prompt tokens
4,657
output tokens
776
cost
$0.0210
latency
164,605 ms · 3 calls
at
2026-10-19 22:09
stages
intake extraction grounding appetite
decision
INCOMPLETE
fitScore
74
retries
0
fieldsWrong
1
checkverdict
extraction_schemapass
fields_correctfail
construction_canonicalpass
nulls_stay_nullpass
decision_correctpass
attribution_jevpass
attribution_claudepass
{
 "decision": "INCOMPLETE",
 "expectedDecision": "INCOMPLETE",
 "decisionCorrect": true,
 "fitScore": 74,
 "confidence": 0.9675,
 "reasons": [
  "property address",
  "construction type",
  "year built"
 ],
 "extraction": {
  "insuredName": {
   "value": "Willow & Vine Holdings LLC",
   "confidence": 0.98,
   "source": "email"
  },
  "propertyAddress": {
   "value": null,
   "confidence": 0,
   "source": null
  },
  "state": {
   "value": "KY",
   "confidence": 0.97,
   "source": "email"
  },
  "county": {
   "value": "Jefferson",
   "confidence": 0.95,
   "source": "email"
  },
  "units": {
   "value": 18,
   "confidence": 0.95,
   "source": "email"
  },
  "tiv": {
   "value": 3600000,
   "confidence": 0.97,
   "source": "email"
  },
  "constructionType": {
   "value": null,
   "confidence": 0,
   "source": null
  },
  "yearBuilt": {
   "value": null,
   "confidence": 0,
   "source": null
  },
  "targetPremium": {
   "value": null,
   "confidence": 0,
   "source": null
  },
  "subclass": {
   "value": "Single-family rental portfolio",
   "confidence": 0.97,
   "source": "email"
  },
  "priorLossSummary": {
   "value": "One liability claim in 2024 (dog bite, closed); no property losses in the past five years.",
   "confidence": 0.95,
   "source": "email"
  }
 },
 "extracted": [
  {
   "field": "insuredName",
   "value": "Willow & Vine Holdings LLC",
   "source": "email"
  },
  {
   "field": "state",
   "value": "KY",
   "source": "email"
  },
  {
   "field": "county",
   "value": "Jefferson",
   "source": "email"
  },
  {
   "field": "units",
   "value": 18,
   "source": "email"
  },
  {
   "field": "tiv",
   "value": 3600000,
   "source": "email"
  },
  {
   "field": "subclass",
   "value": "Single-family rental portfolio",
   "source": "email"
  },
  {
   "field": "priorLossSummary",
   "value": "One liability claim in 2024 (dog bite, closed); no property losses in the past five years.",
   "source": "email"
  }
 ],
 "fields": [
  {
   "field": "insuredName",
   "expected": "Willow & Vine Holdings LLC",
   "got": "Willow & Vine Holdings LLC",
   "correct": true
  },
  {
   "field": "state",
   "expected": "KY",
   "got": "KY",
   "correct": true
  },
  {
   "field": "county",
   "expected": "Jefferson",
   "got": "Jefferson",
   "correct": true
  },
  {
   "field": "units",
   "expected": 18,
   "got": 18,
   "correct": true
  },
  {
   "field": "tiv",
   "expected": 3600000,
   "got": 3600000,
   "correct": true
  },
  {
   "field": "constructionType",
   "expected": null,
   "got": null,
   "correct": true
  },
  {
   "field": "yearBuilt",
   "expected": null,
   "got": null,
   "correct": true
  },
  {
   "field": "targetPremium",
   "expected": 31000,
   "got": null,
   "correct": false
  },
  {
   "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"
  },
  {
   "field": "constructionType",
   "issue": "missing",
   "detail": "construction type is required by the appetite ruleset"
  },
  {
   "field": "yearBuilt",
   "issue": "missing",
   "detail": "year built is required by the appetite ruleset"
  }
 ]
}

v2-repeat

result
ok
prompt tokens
4,657
output tokens
772
cost
$0.0101
latency
182,645 ms · 3 calls
at
2026-10-19 22:09
stages
intake extraction grounding appetite
decision
INCOMPLETE
fitScore
72
retries
0
fieldsWrong
1
checkverdict
extraction_schemapass
fields_correctfail
construction_canonicalpass
nulls_stay_nullpass
decision_correctpass
attribution_jevpass
attribution_claudepass
{
 "decision": "INCOMPLETE",
 "expectedDecision": "INCOMPLETE",
 "decisionCorrect": true,
 "fitScore": 72,
 "confidence": 0.9675,
 "reasons": [
  "property address",
  "construction type",
  "year built"
 ],
 "extraction": {
  "insuredName": {
   "value": "Willow & Vine Holdings LLC",
   "confidence": 0.98,
   "source": "email"
  },
  "propertyAddress": {
   "value": null,
   "confidence": 0,
   "source": null
  },
  "state": {
   "value": "KY",
   "confidence": 0.97,
   "source": "email"
  },
  "county": {
   "value": "Jefferson",
   "confidence": 0.95,
   "source": "email"
  },
  "units": {
   "value": 18,
   "confidence": 0.95,
   "source": "email"
  },
  "tiv": {
   "value": 3600000,
   "confidence": 0.97,
   "source": "email"
  },
  "constructionType": {
   "value": null,
   "confidence": 0,
   "source": null
  },
  "yearBuilt": {
   "value": null,
   "confidence": 0,
   "source": null
  },
  "targetPremium": {
   "value": null,
   "confidence": 0,
   "source": null
  },
  "subclass": {
   "value": "Single-family rental portfolio",
   "confidence": 0.95,
   "source": "email"
  },
  "priorLossSummary": {
   "value": "One liability claim in 2024 (dog bite, closed); no property losses in the past five years.",
   "confidence": 0.95,
   "source": "email"
  }
 },
 "extracted": [
  {
   "field": "insuredName",
   "value": "Willow & Vine Holdings LLC",
   "source": "email"
  },
  {
   "field": "state",
   "value": "KY",
   "source": "email"
  },
  {
   "field": "county",
   "value": "Jefferson",
   "source": "email"
  },
  {
   "field": "units",
   "value": 18,
   "source": "email"
  },
  {
   "field": "tiv",
   "value": 3600000,
   "source": "email"
  },
  {
   "field": "subclass",
   "value": "Single-family rental portfolio",
   "source": "email"
  },
  {
   "field": "priorLossSummary",
   "value": "One liability claim in 2024 (dog bite, closed); no property losses in the past five years.",
   "source": "email"
  }
 ],
 "fields": [
  {
   "field": "insuredName",
   "expected": "Willow & Vine Holdings LLC",
   "got": "Willow & Vine Holdings LLC",
   "correct": true
  },
  {
   "field": "state",
   "expected": "KY",
   "got": "KY",
   "correct": true
  },
  {
   "field": "county",
   "expected": "Jefferson",
   "got": "Jefferson",
   "correct": true
  },
  {
   "field": "units",
   "expected": 18,
   "got": 18,
   "correct": true
  },
  {
   "field": "tiv",
   "expected": 3600000,
   "got": 3600000,
   "correct": true
  },
  {
   "field": "constructionType",
   "expected": null,
   "got": null,
   "correct": true
  },
  {
   "field": "yearBuilt",
   "expected": null,
   "got": null,
   "correct": true
  },
  {
   "field": "targetPremium",
   "expected": 31000,
   "got": null,
   "correct": false
  },
  {
   "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"
  },
  {
   "field": "constructionType",
   "issue": "missing",
   "detail": "construction type is required by the appetite ruleset"
  },
  {
   "field": "yearBuilt",
   "issue": "missing",
   "detail": "year built is required by the appetite ruleset"
  }
 ]
}

v3

result
ok
prompt tokens
5,043
output tokens
833
cost
$0.0219
latency
62,711 ms · 3 calls
at
2026-10-19 22:10
stages
intake extraction grounding appetite
decision
INCOMPLETE
fitScore
74
retries
0
fieldsWrong
0
checkverdict
extraction_schemapass
fields_correctpass
construction_canonicalpass
nulls_stay_nullpass
decision_correctpass
attribution_jevpass
attribution_claudefail
{
 "decision": "INCOMPLETE",
 "expectedDecision": "INCOMPLETE",
 "decisionCorrect": true,
 "fitScore": 74,
 "confidence": 0.9725,
 "reasons": [
  "property address",
  "construction type",
  "year built"
 ],
 "extraction": {
  "insuredName": {
   "value": "Willow & Vine Holdings LLC",
   "confidence": 0.98,
   "source": "email"
  },
  "propertyAddress": {
   "value": null,
   "confidence": 0,
   "source": null
  },
  "state": {
   "value": "KY",
   "confidence": 0.98,
   "source": "email"
  },
  "county": {
   "value": "Jefferson",
   "confidence": 0.97,
   "source": "email"
  },
  "units": {
   "value": 18,
   "confidence": 0.95,
   "source": "email"
  },
  "tiv": {
   "value": 3600000,
   "confidence": 0.98,
   "source": "email"
  },
  "constructionType": {
   "value": null,
   "confidence": 0,
   "source": null
  },
  "yearBuilt": {
   "value": null,
   "confidence": 0,
   "source": null
  },
  "targetPremium": {
   "value": 31000,
   "confidence": 0.6,
   "source": "email"
  },
  "subclass": {
   "value": "Single-family rental portfolio",
   "confidence": 0.95,
   "source": "email"
  },
  "priorLossSummary": {
   "value": "One liability claim in 2024 (dog bite, closed); no property losses in the past five years.",
   "confidence": 0.95,
   "source": "email"
  }
 },
 "extracted": [
  {
   "field": "insuredName",
   "value": "Willow & Vine Holdings LLC",
   "source": "email"
  },
  {
   "field": "state",
   "value": "KY",
   "source": "email"
  },
  {
   "field": "county",
   "value": "Jefferson",
   "source": "email"
  },
  {
   "field": "units",
   "value": 18,
   "source": "email"
  },
  {
   "field": "tiv",
   "value": 3600000,
   "source": "email"
  },
  {
   "field": "targetPremium",
   "value": 31000,
   "source": "email"
  },
  {
   "field": "subclass",
   "value": "Single-family rental portfolio",
   "source": "email"
  },
  {
   "field": "priorLossSummary",
   "value": "One liability claim in 2024 (dog bite, closed); no property losses in the past five years.",
   "source": "email"
  }
 ],
 "fields": [
  {
   "field": "insuredName",
   "expected": "Willow & Vine Holdings LLC",
   "got": "Willow & Vine Holdings LLC",
   "correct": true
  },
  {
   "field": "state",
   "expected": "KY",
   "got": "KY",
   "correct": true
  },
  {
   "field": "county",
   "expected": "Jefferson",
   "got": "Jefferson",
   "correct": true
  },
  {
   "field": "units",
   "expected": 18,
   "got": 18,
   "correct": true
  },
  {
   "field": "tiv",
   "expected": 3600000,
   "got": 3600000,
   "correct": true
  },
  {
   "field": "constructionType",
   "expected": null,
   "got": null,
   "correct": true
  },
  {
   "field": "yearBuilt",
   "expected": null,
   "got": null,
   "correct": true
  },
  {
   "field": "targetPremium",
   "expected": 31000,
   "got": 31000,
   "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"
  },
  {
   "field": "constructionType",
   "issue": "missing",
   "detail": "construction type is required by the appetite ruleset"
  },
  {
   "field": "yearBuilt",
   "issue": "missing",
   "detail": "year built is required by the appetite ruleset"
  }
 ]
}