Suture
Collection
Policy-issuance QC: 8B QLoRA adapter, forge gold splits, and seed-777 predictions. Paper: github.com/caiotheodoro/suture • 3 items • Updated
task_id stringlengths 17 17 | provider stringclasses 1
value | predicted dict | raw stringlengths 0 2.38k | score dict |
|---|---|---|---|---|
pol-777-363200777 | gpt-5.6-luna | {
"verdict": "PASS",
"discrepancies": []
} | {"verdict":"PASS","discrepancies":[]} | {
"caught": 0,
"total": 0.6,
"fp": 0,
"parsed": 1,
"emitted": 0,
"precision": 0,
"high_total": 0,
"high_caught": 0,
"citation_hits": 0,
"citation_total": 0
} |
pol-777-411534552 | gpt-5.6-luna | {
"verdict": "PASS",
"discrepancies": []
} | {"verdict":"PASS","discrepancies":[]} | {
"caught": 0,
"total": 1,
"fp": 0,
"parsed": 1,
"emitted": 0,
"precision": 0,
"high_total": 1,
"high_caught": 0,
"citation_hits": 0,
"citation_total": 0
} |
pol-777-755548143 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "AI_ADDED",
"severity": "MEDIUM",
"field": "Additional insured",
"underwriting_value": "Riverside RE",
"policy_value": "Riverside RE; Unexpected RE",
"citation": "Binder AI section vs. Policy AI section",
"correction": "... | {"verdict":"FLAG","discrepancies":[{"type":"AI_ADDED","severity":"MEDIUM","field":"Additional insured","underwriting_value":"Riverside RE","policy_value":"Riverside RE; Unexpected RE","citation":"Binder AI section vs. Policy AI section","correction":"Remove Unexpected RE from the issued policy."}]} | {
"caught": 0.3,
"total": 0.3,
"fp": 0,
"parsed": 1,
"emitted": 1,
"precision": 1,
"high_total": 0,
"high_caught": 0,
"citation_hits": 0,
"citation_total": 1
} |
pol-777-689633416 | gpt-5.6-luna | {
"verdict": "PASS",
"discrepancies": []
} | {"verdict":"PASS","discrepancies":[]} | {
"caught": 0,
"total": 0,
"fp": 0,
"parsed": 1,
"emitted": 0,
"precision": 0,
"high_total": 0,
"high_caught": 0,
"citation_hits": 0,
"citation_total": 0
} |
pol-777-349031640 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "NAMED_INSURED",
"severity": "HIGH",
"field": "Named insured",
"underwriting_value": "Northwind Manufacturing",
"policy_value": "Northwind Manufacturing (dba Old Name)",
"citation": "Binder: \"Named insured: Northwind Manufact... | {"verdict":"FLAG","discrepancies":[{"type":"NAMED_INSURED","severity":"HIGH","field":"Named insured","underwriting_value":"Northwind Manufacturing","policy_value":"Northwind Manufacturing (dba Old Name)","citation":"Binder: \"Named insured: Northwind Manufacturing\"; Policy: \"Named insured: Northwind Manufacturing (db... | {
"caught": 1,
"total": 1,
"fp": 0,
"parsed": 1,
"emitted": 1,
"precision": 1,
"high_total": 1,
"high_caught": 1,
"citation_hits": 0,
"citation_total": 1
} |
pol-777-974203312 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "PREMIUM_MISMATCH",
"severity": "MEDIUM",
"field": "premium",
"underwriting_value": "28000",
"policy_value": "27500",
"citation": "Binder: Premium 28000; Issued policy: Premium 27500",
"correction": "Update the issued po... | {"verdict":"FLAG","discrepancies":[{"type":"PREMIUM_MISMATCH","severity":"MEDIUM","field":"premium","underwriting_value":"28000","policy_value":"27500","citation":"Binder: Premium 28000; Issued policy: Premium 27500","correction":"Update the issued policy premium to 28000."},{"type":"LIMIT_HIGHER","severity":"MEDIUM","... | {
"caught": 0,
"total": 1.6,
"fp": 2,
"parsed": 1,
"emitted": 2,
"precision": 0,
"high_total": 1,
"high_caught": 0,
"citation_hits": 0,
"citation_total": 0
} |
pol-777-104590862 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "DEDUCTIBLE_LOWER",
"severity": "MEDIUM",
"field": "Property deductible",
"underwriting_value": "500",
"policy_value": "250",
"citation": "Binder: property limit 500000 / ded 500; Policy: property limit 500000 / ded 250",
... | {"verdict":"FLAG","discrepancies":[{"type":"DEDUCTIBLE_LOWER","severity":"MEDIUM","field":"Property deductible","underwriting_value":"500","policy_value":"250","citation":"Binder: property limit 500000 / ded 500; Policy: property limit 500000 / ded 250","correction":"Issue policy with a 500 property deductible."},{"typ... | {
"caught": 0.6,
"total": 1.6,
"fp": 1,
"parsed": 1,
"emitted": 2,
"precision": 0.5,
"high_total": 1,
"high_caught": 0,
"citation_hits": 0,
"citation_total": 1
} |
pol-777-514357649 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "LIMIT_LOWER",
"severity": "HIGH",
"field": "Business auto limit",
"underwriting_value": "$1,000,000",
"policy_value": "$500,000",
"citation": "Binder Coverages: business auto limit 1m / ded 500; Policy Coverages: business aut... | {"verdict":"FLAG","discrepancies":[{"type":"LIMIT_LOWER","severity":"HIGH","field":"Business auto limit","underwriting_value":"$1,000,000","policy_value":"$500,000","citation":"Binder Coverages: business auto limit 1m / ded 500; Policy Coverages: business auto limit 500000 / ded 500","correction":"Revise the issued pol... | {
"caught": 0.3,
"total": 0.8999999999999999,
"fp": 1,
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"emitted": 2,
"precision": 0.5,
"high_total": 0,
"high_caught": 0,
"citation_hits": 0,
"citation_total": 1
} |
pol-777-065638392 | gpt-5.6-luna | {
"verdict": "PASS",
"discrepancies": []
} | {"verdict":"PASS","discrepancies":[]} | {
"caught": 0,
"total": 0.6,
"fp": 0,
"parsed": 1,
"emitted": 0,
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"high_total": 0,
"high_caught": 0,
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} |
pol-777-495462709 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "AI_MISSING",
"severity": "HIGH",
"field": "Additional insured",
"underwriting_value": "Riverside RE",
"policy_value": "Not listed",
"citation": "Binder: \"AI: Riverside RE\"; Policy: no AI listed",
"correction": "Add Ri... | {"verdict":"FLAG","discrepancies":[{"type":"AI_MISSING","severity":"HIGH","field":"Additional insured","underwriting_value":"Riverside RE","policy_value":"Not listed","citation":"Binder: \"AI: Riverside RE\"; Policy: no AI listed","correction":"Add Riverside RE as an additional insured."}]} | {
"caught": 1,
"total": 1,
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"parsed": 1,
"emitted": 1,
"precision": 1,
"high_total": 1,
"high_caught": 1,
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"citation_total": 1
} |
pol-777-038859721 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "AI_ADDED",
"severity": "MEDIUM",
"field": "Additional insured",
"underwriting_value": "None listed",
"policy_value": "Unexpected RE",
"citation": "Binder: no AI listed; Policy: AI: Unexpected RE",
"correction": "Remove ... | {"verdict":"FLAG","discrepancies":[{"type":"AI_ADDED","severity":"MEDIUM","field":"Additional insured","underwriting_value":"None listed","policy_value":"Unexpected RE","citation":"Binder: no AI listed; Policy: AI: Unexpected RE","correction":"Remove the additional insured or obtain underwriting approval and amend the ... | {
"caught": 0.3,
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"high_total": 0,
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} |
pol-777-744534636 | gpt-5.6-luna | {
"verdict": "PASS",
"discrepancies": []
} | {"verdict":"PASS","discrepancies":[]} | {
"caught": 0,
"total": 0,
"fp": 0,
"parsed": 1,
"emitted": 0,
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"high_total": 0,
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} |
pol-777-857274888 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "AI_ADDED",
"severity": "MEDIUM",
"field": "Additional Insured",
"underwriting_value": "AI Outside RE; AI Riverside RE",
"policy_value": "AI Outside RE; AI Riverside RE; AI Unexpected RE",
"citation": "Binder and policy additi... | {"verdict":"FLAG","discrepancies":[{"type":"AI_ADDED","severity":"MEDIUM","field":"Additional Insured","underwriting_value":"AI Outside RE; AI Riverside RE","policy_value":"AI Outside RE; AI Riverside RE; AI Unexpected RE","citation":"Binder and policy additional-insured listings","correction":"Remove AI Unexpected RE ... | {
"caught": 0.3,
"total": 0.3,
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"emitted": 1,
"precision": 1,
"high_total": 0,
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"citation_total": 1
} |
pol-777-785746985 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "AI_ADDED",
"severity": "MEDIUM",
"field": "Additional insureds",
"underwriting_value": "Holding Corp; Riverside RE",
"policy_value": "Holding Corp; Riverside RE; Unexpected RE",
"citation": "Binder lists: AI Holding Corp; AI ... | {"verdict":"FLAG","discrepancies":[{"type":"AI_ADDED","severity":"MEDIUM","field":"Additional insureds","underwriting_value":"Holding Corp; Riverside RE","policy_value":"Holding Corp; Riverside RE; Unexpected RE","citation":"Binder lists: AI Holding Corp; AI Riverside RE. Issued policy lists: AI Holding Corp; AI Rivers... | {
"caught": 0.3,
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"precision": 1,
"high_total": 0,
"high_caught": 0,
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} |
pol-777-727169995 | gpt-5.6-luna | {
"verdict": "PASS",
"discrepancies": []
} | {"verdict":"PASS","discrepancies":[]} | {
"caught": 0,
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"parsed": 1,
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} |
pol-777-760108507 | gpt-5.6-luna | {
"verdict": "PASS",
"discrepancies": []
} | {"verdict":"PASS","discrepancies":[]} | {
"caught": 0,
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} |
pol-777-103843684 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "AI_ADDED",
"severity": "MEDIUM",
"field": "Additional insureds",
"underwriting_value": "Not listed",
"policy_value": "Unexpected RE",
"citation": "Binder Forms section lists AI: Portside RE and AI: Holding Corp; issued policy... | {"verdict":"FLAG","discrepancies":[{"type":"AI_ADDED","severity":"MEDIUM","field":"Additional insureds","underwriting_value":"Not listed","policy_value":"Unexpected RE","citation":"Binder Forms section lists AI: Portside RE and AI: Holding Corp; issued policy Forms section additionally lists AI: Unexpected RE.","correc... | {
"caught": 0.3,
"total": 0.8999999999999999,
"fp": 0,
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"emitted": 1,
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} |
pol-777-420884892 | gpt-5.6-luna | {
"verdict": "PASS",
"discrepancies": []
} | {"verdict":"PASS","discrepancies":[]} | {
"caught": 0,
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} |
pol-777-401761931 | gpt-5.6-luna | {
"verdict": "PASS",
"discrepancies": []
} | {"verdict":"PASS","discrepancies":[]} | {
"caught": 0,
"total": 1,
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} |
pol-777-198249385 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "LIMIT_HIGHER",
"severity": "MEDIUM",
"field": "Business auto limit",
"underwriting_value": "$1,000,000",
"policy_value": "$1,500,000",
"citation": "Binder Coverage: auto limit 1m; Policy Coverage: business auto limit 1500000"... | {"verdict":"FLAG","discrepancies":[{"type":"LIMIT_HIGHER","severity":"MEDIUM","field":"Business auto limit","underwriting_value":"$1,000,000","policy_value":"$1,500,000","citation":"Binder Coverage: auto limit 1m; Policy Coverage: business auto limit 1500000","correction":"Revise the policy business auto limit to $1,00... | {
"caught": 0,
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"fp": 3,
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} |
pol-777-311818922 | gpt-5.6-luna | {
"verdict": "PASS",
"discrepancies": []
} | {"verdict":"PASS","discrepancies":[]} | {
"caught": 0,
"total": 1.6,
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} |
pol-777-220038160 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "LIMIT_HIGHER",
"severity": "MEDIUM",
"field": "Inland marine limit",
"underwriting_value": "100000",
"policy_value": "150000",
"citation": "Binder: inland marine limit 100000; Policy: inland marine limit 150000",
"corre... | {"verdict":"FLAG","discrepancies":[{"type":"LIMIT_HIGHER","severity":"MEDIUM","field":"Inland marine limit","underwriting_value":"100000","policy_value":"150000","citation":"Binder: inland marine limit 100000; Policy: inland marine limit 150000","correction":"Change the policy inland marine limit to 100000."},{"type":"... | {
"caught": 0.3,
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"fp": 2,
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"emitted": 3,
"precision": 0.3333333333333333,
"high_total": 0,
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"citation_total": 1
} |
pol-777-049267567 | gpt-5.6-luna | {
"verdict": "PASS",
"discrepancies": []
} | {"verdict":"PASS","discrepancies":[]} | {
"caught": 0,
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} |
pol-777-332951803 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "PREMIUM_MISMATCH",
"severity": "MEDIUM",
"field": "Premium",
"underwriting_value": "$9,200",
"policy_value": "$10,200",
"citation": "Binder: Premium: 9200; Policy: Premium: 10200",
"correction": "Revise the issued polic... | {"verdict":"FLAG","discrepancies":[{"type":"PREMIUM_MISMATCH","severity":"MEDIUM","field":"Premium","underwriting_value":"$9,200","policy_value":"$10,200","citation":"Binder: Premium: 9200; Policy: Premium: 10200","correction":"Revise the issued policy premium to $9,200 or obtain underwriting approval for the increase.... | {
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"precision": 0.5,
"high_total": 0,
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"citation_total": 1
} |
pol-777-222510665 | gpt-5.6-luna | {
"verdict": "PASS",
"discrepancies": []
} | {"verdict":"PASS","discrepancies":[]} | {
"caught": 0,
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} |
pol-777-873340428 | gpt-5.6-luna | {
"verdict": "PASS",
"discrepancies": []
} | {"verdict":"PASS","discrepancies":[]} | {
"caught": 0,
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} |
pol-777-907463037 | gpt-5.6-luna | {
"verdict": "PASS",
"discrepancies": []
} | {"verdict":"PASS","discrepancies":[]} | {
"caught": 0,
"total": 0.3,
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} |
pol-777-999054254 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "COVERAGE_MISSING",
"severity": "HIGH",
"field": "Crime coverage",
"underwriting_value": "Crime: limit $500,000; deductible $1,000",
"policy_value": "Not issued",
"citation": "Binder Coverage section: “crime: limit 500000 / de... | {"verdict":"FLAG","discrepancies":[{"type":"COVERAGE_MISSING","severity":"HIGH","field":"Crime coverage","underwriting_value":"Crime: limit $500,000; deductible $1,000","policy_value":"Not issued","citation":"Binder Coverage section: “crime: limit 500000 / ded 1000”; Policy Coverage section omits crime coverage","corre... | {
"caught": 0,
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"fp": 2,
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"high_total": 0,
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} |
pol-777-995771091 | gpt-5.6-luna | {
"verdict": "PASS",
"discrepancies": []
} | {"verdict":"PASS","discrepancies":[]} | {
"caught": 0,
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} |
pol-777-044141483 | gpt-5.6-luna | {
"verdict": "PASS",
"discrepancies": []
} | {"verdict":"PASS","discrepancies":[]} | {
"caught": 0,
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} |
pol-777-640839762 | gpt-5.6-luna | {
"verdict": "PASS",
"discrepancies": []
} | {"verdict":"PASS","discrepancies":[]} | {
"caught": 0,
"total": 0.8999999999999999,
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} |
pol-777-467379776 | gpt-5.6-luna | {
"verdict": "PASS",
"discrepancies": []
} | {"verdict":"PASS","discrepancies":[]} | {
"caught": 0,
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} |
pol-777-723207162 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "LIMIT_LOWER",
"severity": "HIGH",
"field": "Umbrella limit",
"underwriting_value": "$2,000,000",
"policy_value": "$1,000,000",
"citation": "Binder coverage section: umbrella limit $2,000,000; issued policy coverage section: u... | {"verdict":"FLAG","discrepancies":[{"type":"LIMIT_LOWER","severity":"HIGH","field":"Umbrella limit","underwriting_value":"$2,000,000","policy_value":"$1,000,000","citation":"Binder coverage section: umbrella limit $2,000,000; issued policy coverage section: umbrella limit $1,000,000","correction":"Increase the issued u... | {
"caught": 0,
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} |
pol-777-104325542 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "COVERAGE_MISSING",
"severity": "HIGH",
"field": "auto",
"underwriting_value": "Limit 1000000; deductible 500",
"policy_value": "Not listed",
"citation": "Binder: Coverage 'auto limit 1000000 / ded 500'; Policy: auto coverage ... | {"verdict":"FLAG","discrepancies":[{"type":"COVERAGE_MISSING","severity":"HIGH","field":"auto","underwriting_value":"Limit 1000000; deductible 500","policy_value":"Not listed","citation":"Binder: Coverage 'auto limit 1000000 / ded 500'; Policy: auto coverage absent from coverage schedule","correction":"Add auto coverag... | {
"caught": 0,
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} |
pol-777-942955092 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "NAMED_INSURED",
"severity": "HIGH",
"field": "Named insured",
"underwriting_value": "BluePeak Retail Inc",
"policy_value": "BluePeak Retail Inc (dba Old Name)",
"citation": "Binder: Named insured: BluePeak Retail Inc; Policy:... | {"verdict":"FLAG","discrepancies":[{"type":"NAMED_INSURED","severity":"HIGH","field":"Named insured","underwriting_value":"BluePeak Retail Inc","policy_value":"BluePeak Retail Inc (dba Old Name)","citation":"Binder: Named insured: BluePeak Retail Inc; Policy: Named insured: BluePeak Retail Inc (dba Old Name)","correcti... | {
"caught": 1,
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"high_total": 1,
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} |
pol-777-252285776 | gpt-5.6-luna | {
"verdict": "PASS",
"discrepancies": []
} | {"verdict":"PASS","discrepancies":[]} | {
"caught": 0,
"total": 0,
"fp": 0,
"parsed": 1,
"emitted": 0,
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"high_total": 0,
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} |
pol-777-933350884 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "PREMIUM_MISMATCH",
"severity": "MEDIUM",
"field": "Premium",
"underwriting_value": "$6,800",
"policy_value": "$6,600",
"citation": "Binder and policy, Premium line",
"correction": "Issue policy at the bound premium of $... | {"verdict":"FLAG","discrepancies":[{"type":"PREMIUM_MISMATCH","severity":"MEDIUM","field":"Premium","underwriting_value":"$6,800","policy_value":"$6,600","citation":"Binder and policy, Premium line","correction":"Issue policy at the bound premium of $6,800 or obtain underwriting approval for the change."},{"type":"DEDU... | {
"caught": 0,
"total": 0.3,
"fp": 4,
"parsed": 1,
"emitted": 4,
"precision": 0,
"high_total": 0,
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} |
pol-777-791312483 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "NAMED_INSURED",
"severity": "HIGH",
"field": "Named insured",
"underwriting_value": "BluePeak Retail Inc",
"policy_value": "BluePeak Retail Inc (dba Old Name)",
"citation": "Binder and policy named insured lines",
"corr... | {"verdict":"FLAG","discrepancies":[{"type":"NAMED_INSURED","severity":"HIGH","field":"Named insured","underwriting_value":"BluePeak Retail Inc","policy_value":"BluePeak Retail Inc (dba Old Name)","citation":"Binder and policy named insured lines","correction":"Remove “(dba Old Name)” from the policy or obtain underwrit... | {
"caught": 1,
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"high_total": 1,
"high_caught": 1,
"citation_hits": 0,
"citation_total": 1
} |
pol-777-517791514 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "NAMED_INSURED",
"severity": "HIGH",
"field": "Named Insured",
"underwriting_value": "Acme Distribution LLC",
"policy_value": "Acme Distribution LLC (dba Old Name)",
"citation": "Binder: Named Insured: Acme Distribution LLC; P... | {"verdict":"FLAG","discrepancies":[{"type":"NAMED_INSURED","severity":"HIGH","field":"Named Insured","underwriting_value":"Acme Distribution LLC","policy_value":"Acme Distribution LLC (dba Old Name)","citation":"Binder: Named Insured: Acme Distribution LLC; Policy: Named Insured: Acme Distribution LLC (dba Old Name)","... | {
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"precision": 0.5,
"high_total": 1,
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} |
pol-777-555716663 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "PERIOD_MISMATCH",
"severity": "HIGH",
"field": "Policy period effective time",
"underwriting_value": "2026-01-01 07:00 to 2027-01-01",
"policy_value": "2026-01-01 00:01 to 2027-01-01",
"citation": "Binder: Period line; Policy... | {"verdict":"FLAG","discrepancies":[{"type":"PERIOD_MISMATCH","severity":"HIGH","field":"Policy period effective time","underwriting_value":"2026-01-01 07:00 to 2027-01-01","policy_value":"2026-01-01 00:01 to 2027-01-01","citation":"Binder: Period line; Policy: Period line","correction":"Revise the issued policy effecti... | {
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} |
pol-777-383417460 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "COVERAGE_MISSING",
"severity": "HIGH",
"field": "Coverage - Employee Dishonesty",
"underwriting_value": "Employee dishonesty: limit 500000 / deductible 500",
"policy_value": "Not listed",
"citation": "Binder Coverage section;... | {"verdict":"FLAG","discrepancies":[{"type":"COVERAGE_MISSING","severity":"HIGH","field":"Coverage - Employee Dishonesty","underwriting_value":"Employee dishonesty: limit 500000 / deductible 500","policy_value":"Not listed","citation":"Binder Coverage section; Policy Coverage section","correction":"Add employee dishones... | {
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} |
pol-777-836561202 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "NAMED_INSURED",
"severity": "HIGH",
"field": "Named insured",
"underwriting_value": "Northwind Manufacturing",
"policy_value": "Northwind Manufacturing (dba Old Name)",
"citation": "Binder: Named insured: Northwind Manufactur... | {"verdict":"FLAG","discrepancies":[{"type":"NAMED_INSURED","severity":"HIGH","field":"Named insured","underwriting_value":"Northwind Manufacturing","policy_value":"Northwind Manufacturing (dba Old Name)","citation":"Binder: Named insured: Northwind Manufacturing; Policy: Named insured: Northwind Manufacturing (dba Old ... | {
"caught": 1,
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"high_caught": 1,
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"citation_total": 1
} |
pol-777-226454331 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "LIMIT_LOWER",
"severity": "HIGH",
"field": "auto limit",
"underwriting_value": "1000000",
"policy_value": "500000",
"citation": "Binder: auto: limit 1000000 / ded 250; Policy: auto: limit 500000 / ded 250",
"correction"... | {"verdict":"FLAG","discrepancies":[{"type":"LIMIT_LOWER","severity":"HIGH","field":"auto limit","underwriting_value":"1000000","policy_value":"500000","citation":"Binder: auto: limit 1000000 / ded 250; Policy: auto: limit 500000 / ded 250","correction":"Increase the auto limit to 1000000."},{"type":"AI_MISSING","severi... | {
"caught": 0.3,
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"fp": 2,
"parsed": 1,
"emitted": 3,
"precision": 0.3333333333333333,
"high_total": 0,
"high_caught": 0,
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"citation_total": 1
} |
pol-777-369780223 | gpt-5.6-luna | {
"verdict": "FLAG",
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{
"type": "AI_MISSING",
"severity": "HIGH",
"field": "Alternate additional insured",
"underwriting_value": "Riverside Rd",
"policy_value": "Unspecified RE",
"citation": "Binder: Alt: Riverside Rd; Issued policy: Alt: Unspecified RE",
... | {"verdict":"FLAG","discrepancies":[{"type":"AI_MISSING","severity":"HIGH","field":"Alternate additional insured","underwriting_value":"Riverside Rd","policy_value":"Unspecified RE","citation":"Binder: Alt: Riverside Rd; Issued policy: Alt: Unspecified RE","correction":"Replace “Unspecified RE” with “Riverside Rd”."}]} | {
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"high_total": 1,
"high_caught": 0,
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} |
pol-777-004936885 | gpt-5.6-luna | {
"verdict": "PASS",
"discrepancies": []
} | {"verdict":"PASS","discrepancies":[]} | {
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} |
pol-777-774588493 | gpt-5.6-luna | {
"verdict": "FLAG",
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{
"type": "DEDUCTIBLE_HIGHER",
"severity": "MEDIUM",
"field": "Cyber liability deductible",
"underwriting_value": "1000",
"policy_value": "2500",
"citation": "Underwriting binder coverage schedule: cyber liability limit 250000 / deducti... | {"verdict":"FLAG","discrepancies":[{"type":"DEDUCTIBLE_HIGHER","severity":"MEDIUM","field":"Cyber liability deductible","underwriting_value":"1000","policy_value":"2500","citation":"Underwriting binder coverage schedule: cyber liability limit 250000 / deductible 1000; issued policy coverage schedule: cyber liability li... | {
"caught": 0,
"total": 0,
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"high_total": 0,
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} |
pol-777-890115974 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "DEDUCTIBLE_HIGHER",
"severity": "MEDIUM",
"field": "Employee dishonesty deductible",
"underwriting_value": "$500",
"policy_value": "$1,000",
"citation": "Binder: employee dishonesty — limit $150,000 / deductible $500; Policy:... | {"verdict":"FLAG","discrepancies":[{"type":"DEDUCTIBLE_HIGHER","severity":"MEDIUM","field":"Employee dishonesty deductible","underwriting_value":"$500","policy_value":"$1,000","citation":"Binder: employee dishonesty — limit $150,000 / deductible $500; Policy: employee dishonesty — limit $150,000 / deductible $1,000","c... | {
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} |
pol-777-696385903 | gpt-5.6-luna | {
"verdict": "PASS",
"discrepancies": []
} | {"verdict":"PASS","discrepancies":[]} | {
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"parsed": 1,
"emitted": 0,
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"high_total": 0,
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"citation_total": 0
} |
pol-777-708078296 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "DEDUCTIBLE_HIGHER",
"severity": "MEDIUM",
"field": "Cyber deductible",
"underwriting_value": "$1,000",
"policy_value": "$2,500",
"citation": "Binder Cyber coverage line; issued policy Cyber coverage line",
"correction":... | {"verdict":"FLAG","discrepancies":[{"type":"DEDUCTIBLE_HIGHER","severity":"MEDIUM","field":"Cyber deductible","underwriting_value":"$1,000","policy_value":"$2,500","citation":"Binder Cyber coverage line; issued policy Cyber coverage line","correction":"Change the issued policy Cyber deductible to $1,000."}]} | {
"caught": 0,
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"fp": 1,
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"high_total": 0,
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} |
pol-777-148581138 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "PERIOD_MISMATCH",
"severity": "HIGH",
"field": "Policy period",
"underwriting_value": "2026-09-01 to 2027-09-01",
"policy_value": "2026-09-15 to 2027-09-15",
"citation": "Binder: Period 2026-09-01 2027-09-01; Policy: Period 2... | {"verdict":"FLAG","discrepancies":[{"type":"PERIOD_MISMATCH","severity":"HIGH","field":"Policy period","underwriting_value":"2026-09-01 to 2027-09-01","policy_value":"2026-09-15 to 2027-09-15","citation":"Binder: Period 2026-09-01 2027-09-01; Policy: Period 2026-09-15 2027-09-15","correction":"Revise the policy period ... | {
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"high_total": 1,
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} |
pol-777-270264242 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "DEDUCTIBLE_LOWER",
"severity": "LOW",
"field": "Umbrella deductible",
"underwriting_value": "$10,000",
"policy_value": "$5,000",
"citation": "Binder: “umbrella: limit 20m / ded 10000”; Policy: “umbrella: limit 20m / ded 5000”... | {"verdict":"FLAG","discrepancies":[{"type":"DEDUCTIBLE_LOWER","severity":"LOW","field":"Umbrella deductible","underwriting_value":"$10,000","policy_value":"$5,000","citation":"Binder: “umbrella: limit 20m / ded 10000”; Policy: “umbrella: limit 20m / ded 5000”","correction":"Change the policy umbrella deductible to $10,... | {
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"high_total": 1,
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} |
pol-777-157440352 | gpt-5.6-luna | {
"verdict": "PASS",
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} | {"verdict":"PASS","discrepancies":[]} | {
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} |
pol-777-693638435 | gpt-5.6-luna | {
"verdict": "FLAG",
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{
"type": "COVERAGE_MISSING",
"severity": "HIGH",
"field": "Property coverage",
"underwriting_value": "Basic limit 500000; deductible 500",
"policy_value": "Not listed",
"citation": "Binder Coverage: property: basic limit 500000 / ded 5... | {"verdict":"FLAG","discrepancies":[{"type":"COVERAGE_MISSING","severity":"HIGH","field":"Property coverage","underwriting_value":"Basic limit 500000; deductible 500","policy_value":"Not listed","citation":"Binder Coverage: property: basic limit 500000 / ded 500; Policy Coverage omits property","correction":"Add propert... | {
"caught": 1,
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"precision": 0.25,
"high_total": 2,
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} |
pol-777-736103411 | gpt-5.6-luna | {
"verdict": "PASS",
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} | {"verdict":"PASS","discrepancies":[]} | {
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} |
pol-777-151786571 | gpt-5.6-luna | {
"verdict": "FLAG",
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{
"type": "COVERAGE_MISSING",
"severity": "HIGH",
"field": "Property coverage",
"underwriting_value": "Limit 250000; deductible 1000",
"policy_value": "Not listed",
"citation": "Binder Coverages: property limit 250000 / ded 1000; Policy... | {"verdict":"FLAG","discrepancies":[{"type":"COVERAGE_MISSING","severity":"HIGH","field":"Property coverage","underwriting_value":"Limit 250000; deductible 1000","policy_value":"Not listed","citation":"Binder Coverages: property limit 250000 / ded 1000; Policy Coverages","correction":"Add property coverage with limit 25... | {
"caught": 1,
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"precision": 0.4,
"high_total": 1,
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"citation_total": 1
} |
pol-777-704259236 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "COVERAGE_MISSING",
"severity": "HIGH",
"field": "Professional liability coverage",
"underwriting_value": "Professional liability: limit 1000000 / deductible 500",
"policy_value": "Not listed in issued policy coverages",
"cita... | {"verdict":"FLAG","discrepancies":[{"type":"COVERAGE_MISSING","severity":"HIGH","field":"Professional liability coverage","underwriting_value":"Professional liability: limit 1000000 / deductible 500","policy_value":"Not listed in issued policy coverages","citation":"Underwriting binder Coverage section; issued policy C... | {
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"high_total": 0,
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} |
pol-777-007446104 | gpt-5.6-luna | {
"verdict": "PASS",
"discrepancies": []
} | {"verdict":"PASS","discrepancies":[]} | {
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} |
pol-777-644125807 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "FORM_MISSING",
"severity": "MEDIUM",
"field": "Forms",
"underwriting_value": "EB 00 20 included",
"policy_value": "EB 00 20 missing",
"citation": "Underwriting binder Forms section lists EB 00 20; issued policy Forms section ... | {"verdict":"FLAG","discrepancies":[{"type":"FORM_MISSING","severity":"MEDIUM","field":"Forms","underwriting_value":"EB 00 20 included","policy_value":"EB 00 20 missing","citation":"Underwriting binder Forms section lists EB 00 20; issued policy Forms section omits EB 00 20.","correction":"Add form EB 00 20 to the issue... | {
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} |
pol-777-181338179 | gpt-5.6-luna | {
"verdict": "FLAG",
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{
"type": "PREMIUM_MISMATCH",
"severity": "MEDIUM",
"field": "Premium",
"underwriting_value": "12400",
"policy_value": "13640",
"citation": "Binder: Premium: 12400; Policy: Premium: 13640",
"correction": "Correct the policy premiu... | {"verdict":"FLAG","discrepancies":[{"type":"PREMIUM_MISMATCH","severity":"MEDIUM","field":"Premium","underwriting_value":"12400","policy_value":"13640","citation":"Binder: Premium: 12400; Policy: Premium: 13640","correction":"Correct the policy premium to 12400 or obtain underwriting approval for the revised premium."}... | {
"caught": 0.6,
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"high_total": 0,
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"citation_total": 1
} |
pol-777-912965832 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "DEDUCTIBLE_HIGHER",
"severity": "MEDIUM",
"field": "Personal/advertising deductible",
"underwriting_value": "250",
"policy_value": "1000",
"citation": "Binder: Coverages, personal/advertising — limit 1m / deductible 250; Issu... | {"verdict":"FLAG","discrepancies":[{"type":"DEDUCTIBLE_HIGHER","severity":"MEDIUM","field":"Personal/advertising deductible","underwriting_value":"250","policy_value":"1000","citation":"Binder: Coverages, personal/advertising — limit 1m / deductible 250; Issued policy: Coverages, personal/advertising — limit 1m / deduc... | {
"caught": 0,
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"high_total": 1,
"high_caught": 0,
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} |
pol-777-310818103 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "LIMIT_HIGHER",
"severity": "MEDIUM",
"field": "Coverage limit",
"underwriting_value": "$500,000",
"policy_value": "$1,000,000",
"citation": "Binder Coverage: incl. limit $500,000; Issued Policy Coverage: incl. limit $1,000,00... | {"verdict":"FLAG","discrepancies":[{"type":"LIMIT_HIGHER","severity":"MEDIUM","field":"Coverage limit","underwriting_value":"$500,000","policy_value":"$1,000,000","citation":"Binder Coverage: incl. limit $500,000; Issued Policy Coverage: incl. limit $1,000,000","correction":"Reduce the issued policy coverage limit to $... | {
"caught": 0,
"total": 1,
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"emitted": 1,
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"high_total": 1,
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} |
pol-777-157302159 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "DEDUCTIBLE_HIGHER",
"severity": "MEDIUM",
"field": "property deductible",
"underwriting_value": "1000",
"policy_value": "5000",
"citation": "Binder: property limit 1500000 / ded 1000; Policy: property limit 1500000 / ded 5000... | {"verdict":"FLAG","discrepancies":[{"type":"DEDUCTIBLE_HIGHER","severity":"MEDIUM","field":"property deductible","underwriting_value":"1000","policy_value":"5000","citation":"Binder: property limit 1500000 / ded 1000; Policy: property limit 1500000 / ded 5000","correction":"Change the policy property deductible to 1000... | {
"caught": 0,
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"precision": 0,
"high_total": 0,
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} |
pol-777-163965379 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "NAMED_INSURED",
"severity": "HIGH",
"field": "Named Insured",
"underwriting_value": "Acme Distribution LLC",
"policy_value": "Acme Distribution LLC (dba old name)",
"citation": "Underwriting binder and issued policy Named Ins... | {"verdict":"FLAG","discrepancies":[{"type":"NAMED_INSURED","severity":"HIGH","field":"Named Insured","underwriting_value":"Acme Distribution LLC","policy_value":"Acme Distribution LLC (dba old name)","citation":"Underwriting binder and issued policy Named Insured lines","correction":"Remove “(dba old name)” so the issu... | {
"caught": 1,
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"high_total": 1,
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} |
pol-777-217451942 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "FORM_ADDED",
"severity": "MEDIUM",
"field": "Forms",
"underwriting_value": "CR 20; CO 01; IL 00 17",
"policy_value": "CR 20; CO 01; IL 00 17; CG 21 47",
"citation": "Binder Forms section versus issued Policy Forms section",
... | {"verdict":"FLAG","discrepancies":[{"type":"FORM_ADDED","severity":"MEDIUM","field":"Forms","underwriting_value":"CR 20; CO 01; IL 00 17","policy_value":"CR 20; CO 01; IL 00 17; CG 21 47","citation":"Binder Forms section versus issued Policy Forms section","correction":"Remove CG 21 47 from the issued policy or obtain ... | {
"caught": 0.3,
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"high_total": 0,
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} |
pol-777-405810306 | gpt-5.6-luna | {
"verdict": "PASS",
"discrepancies": []
} | {"verdict":"PASS","discrepancies":[]} | {
"caught": 0,
"total": 0.6,
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"emitted": 0,
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"high_total": 0,
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} |
pol-777-320357835 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "NAMED_INSURED",
"severity": "HIGH",
"field": "Named insured",
"underwriting_value": "Harbor Logistics Co",
"policy_value": "Harbor Logistics Co (dba Old Name)",
"citation": "Binder: Named insured; Policy: Named insured",
... | {"verdict":"FLAG","discrepancies":[{"type":"NAMED_INSURED","severity":"HIGH","field":"Named insured","underwriting_value":"Harbor Logistics Co","policy_value":"Harbor Logistics Co (dba Old Name)","citation":"Binder: Named insured; Policy: Named insured","correction":"Revise the policy named insured to exactly match Har... | {
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"emitted": 2,
"precision": 1,
"high_total": 1,
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} |
pol-777-246687945 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "NAMED_INSURED",
"severity": "HIGH",
"field": "Named insured",
"underwriting_value": "Hawthorne Logistics Co.",
"policy_value": "Hawthorne Logistics Co. (dba Old Name)",
"citation": "Binder: Named insured line; Issued policy: ... | {"verdict":"FLAG","discrepancies":[{"type":"NAMED_INSURED","severity":"HIGH","field":"Named insured","underwriting_value":"Hawthorne Logistics Co.","policy_value":"Hawthorne Logistics Co. (dba Old Name)","citation":"Binder: Named insured line; Issued policy: Named insured line","correction":"Remove the unapproved DBA o... | {
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} |
pol-777-880507888 | gpt-5.6-luna | {
"verdict": "PASS",
"discrepancies": []
} | {"verdict":"PASS","discrepancies":[]} | {
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} |
pol-777-788161640 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "NAMED_INSURED",
"severity": "HIGH",
"field": "Named insured",
"underwriting_value": "Northwest Manufacturing",
"policy_value": "Northwest Manufacturing (dba Old Name)",
"citation": "Binder Named Insured line; Policy Named Ins... | {"verdict":"FLAG","discrepancies":[{"type":"NAMED_INSURED","severity":"HIGH","field":"Named insured","underwriting_value":"Northwest Manufacturing","policy_value":"Northwest Manufacturing (dba Old Name)","citation":"Binder Named Insured line; Policy Named Insured line","correction":"Remove “(dba Old Name)” and issue th... | {
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} |
pol-777-323052253 | gpt-5.6-luna | {
"verdict": "FLAG",
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{
"type": "PREMIUM_MISMATCH",
"severity": "MEDIUM",
"field": "Premium",
"underwriting_value": "$10,000",
"policy_value": "$10,500",
"citation": "Binder: Premium $10,000; Issued policy: Premium $10,500",
"correction": "Revise issue... | {"verdict":"FLAG","discrepancies":[{"type":"PREMIUM_MISMATCH","severity":"MEDIUM","field":"Premium","underwriting_value":"$10,000","policy_value":"$10,500","citation":"Binder: Premium $10,000; Issued policy: Premium $10,500","correction":"Revise issued premium to $10,000."},{"type":"DEDUCTIBLE_LOWER","severity":"LOW","... | {
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} |
pol-777-547503291 | gpt-5.6-luna | {
"verdict": "PASS",
"discrepancies": []
} | {"verdict":"PASS","discrepancies":[]} | {
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} |
pol-777-165409835 | gpt-5.6-luna | {
"verdict": "FLAG",
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{
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"field": "Business auto deductible",
"underwriting_value": "200",
"policy_value": "250",
"citation": "Underwriting binder: Business auto limit 100000 / deductible 200; issued policy: ... | {"verdict":"FLAG","discrepancies":[{"type":"DEDUCTIBLE_HIGHER","severity":"MEDIUM","field":"Business auto deductible","underwriting_value":"200","policy_value":"250","citation":"Underwriting binder: Business auto limit 100000 / deductible 200; issued policy: Business auto limit 100000 / deductible 250","correction":"Is... | {
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} |
pol-777-901444112 | gpt-5.6-luna | null | {"verdict":"FLAG","discrepancies":[{"type":"COVERAGE_MISSING","severity":"HIGH","field":"coverage.inland_marine","underwriting_value":"Limit 100000 / deductible 2500","policy_value":null,"citation":"Binder, Coverages; Policy, Coverages","correction":"Add inland marine coverage with limit 100000 and deductible 2500."},{... | {
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} |
pol-777-044775618 | gpt-5.6-luna | {
"verdict": "PASS",
"discrepancies": []
} | {"verdict":"PASS","discrepancies":[]} | {
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} |
pol-777-457227113 | gpt-5.6-luna | {
"verdict": "PASS",
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} | {"verdict":"PASS","discrepancies":[]} | {
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} |
pol-777-049988283 | gpt-5.6-luna | {
"verdict": "FLAG",
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{
"type": "DEDUCTIBLE_LOWER",
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"field": "Crime deductible",
"underwriting_value": "2500",
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"citation": "Binder: crime limit 500000 / deductible 2500; Policy: crime limit 500000 / deductible 10... | {"verdict":"FLAG","discrepancies":[{"type":"DEDUCTIBLE_LOWER","severity":"MEDIUM","field":"Crime deductible","underwriting_value":"2500","policy_value":"1000","citation":"Binder: crime limit 500000 / deductible 2500; Policy: crime limit 500000 / deductible 1000","correction":"Issue policy with a crime deductible of 250... | {
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} |
pol-777-464360091 | gpt-5.6-luna | null | {"verdict":"FLAG","discrepancies":[{"type":"COVERAGE_MISSING","severity":"MEDIUM","field":"Coverage","underwriting_value":"Employee dishonesty: limit 50000 / deductible 500","policy_value":null,"citation":"Binder, Coverage section: employee dishonesty limit 50000 / deductible 500","correction":"Issue the bound employee... | {
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} |
pol-777-272385033 | gpt-5.6-luna | {
"verdict": "FLAG",
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{
"type": "LIMIT_LOWER",
"severity": "HIGH",
"field": "umbrella limit",
"underwriting_value": "2,000,000",
"policy_value": "1,000,000",
"citation": "Binder and policy coverage schedules, umbrella line",
"correction": "Increase the... | {"verdict":"FLAG","discrepancies":[{"type":"LIMIT_LOWER","severity":"HIGH","field":"umbrella limit","underwriting_value":"2,000,000","policy_value":"1,000,000","citation":"Binder and policy coverage schedules, umbrella line","correction":"Increase the umbrella limit to 2,000,000"}]} | {
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} |
pol-777-077828972 | gpt-5.6-luna | {
"verdict": "PASS",
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} | {"verdict":"PASS","discrepancies":[]} | {
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} |
pol-777-680299257 | gpt-5.6-luna | {
"verdict": "PASS",
"discrepancies": []
} | {"verdict":"PASS","discrepancies":[]} | {
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} |
pol-777-152092063 | gpt-5.6-luna | {
"verdict": "FLAG",
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{
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"underwriting_value": "$5,000",
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"citation": "Binder: \"umbrella limit: 2m / ded 5000\"; Policy: \"umbrella limit: 2m / ded 1... | {"verdict":"FLAG","discrepancies":[{"type":"DEDUCTIBLE_HIGHER","severity":"MEDIUM","field":"Umbrella deductible","underwriting_value":"$5,000","policy_value":"$10,000","citation":"Binder: \"umbrella limit: 2m / ded 5000\"; Policy: \"umbrella limit: 2m / ded 10000\"","correction":"Change the policy umbrella deductible t... | {
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} |
pol-777-606433796 | gpt-5.6-luna | {
"verdict": "FLAG",
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{
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"field": "Equipment breakdown limit",
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"policy_value": "$1,000,000",
"citation": "Binder Coverage: equipment breakdown limit 2000000 / deductible 2500; Poli... | {"verdict":"FLAG","discrepancies":[{"type":"LIMIT_LOWER","severity":"HIGH","field":"Equipment breakdown limit","underwriting_value":"$2,000,000","policy_value":"$1,000,000","citation":"Binder Coverage: equipment breakdown limit 2000000 / deductible 2500; Policy Coverage: equipment breakdown limit 1000000 / deductible 2... | {
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} |
pol-777-177372539 | gpt-5.6-luna | {
"verdict": "FLAG",
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{
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"policy_value": "$600,000 aggregate",
"citation": "Binder: Coverages—general liability limit 1m occ... | {"verdict":"FLAG","discrepancies":[{"type":"LIMIT_LOWER","severity":"HIGH","field":"General liability aggregate limit","underwriting_value":"$2,000,000 aggregate","policy_value":"$600,000 aggregate","citation":"Binder: Coverages—general liability limit 1m occurrence / 2m aggregate; Issued policy: Coverages—general liab... | {
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} |
pol-777-577813045 | gpt-5.6-luna | {
"verdict": "FLAG",
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{
"type": "DEDUCTIBLE_LOWER",
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"field": "Auto deductible",
"underwriting_value": "$500",
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"citation": "Binder Coverages: auto limit 1000000 / ded 500; Policy Coverages: auto limit 1000000 / de... | {"verdict":"FLAG","discrepancies":[{"type":"DEDUCTIBLE_LOWER","severity":"MEDIUM","field":"Auto deductible","underwriting_value":"$500","policy_value":"$250","citation":"Binder Coverages: auto limit 1000000 / ded 500; Policy Coverages: auto limit 1000000 / ded 250","correction":"Increase the policy auto deductible to $... | {
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} |
pol-777-503667259 | gpt-5.6-luna | {
"verdict": "FLAG",
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{
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"underwriting_value": "250",
"policy_value": "500",
"citation": "Binder and policy Coverage sections, auto line",
"correction": "Reduce the auto dedu... | {"verdict":"FLAG","discrepancies":[{"type":"DEDUCTIBLE_HIGHER","severity":"MEDIUM","field":"Auto deductible","underwriting_value":"250","policy_value":"500","citation":"Binder and policy Coverage sections, auto line","correction":"Reduce the auto deductible to 250."}]} | {
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} |
pol-777-654578577 | gpt-5.6-luna | {
"verdict": "FLAG",
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{
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"underwriting_value": "$500",
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"citation": "Binder Coverages: auto limit 500000 / ded 500; Policy Coverages: auto limit 500000 / d... | {"verdict":"FLAG","discrepancies":[{"type":"DEDUCTIBLE_HIGHER","severity":"MEDIUM","field":"Auto deductible","underwriting_value":"$500","policy_value":"$1,000","citation":"Binder Coverages: auto limit 500000 / ded 500; Policy Coverages: auto limit 500000 / ded 1000","correction":"Issue the auto deductible at $500."},{... | {
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} |
pol-777-573603541 | gpt-5.6-luna | {
"verdict": "FLAG",
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{
"type": "PERIOD_MISMATCH",
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"field": "Policy period",
"underwriting_value": "2026-09-01 to 2027-09-01",
"policy_value": "2026-09-15 to 2027-09-01",
"citation": "Binder: Period 2026-09-01 - 2027-09-01; Policy: Period... | {"verdict":"FLAG","discrepancies":[{"type":"PERIOD_MISMATCH","severity":"HIGH","field":"Policy period","underwriting_value":"2026-09-01 to 2027-09-01","policy_value":"2026-09-15 to 2027-09-01","citation":"Binder: Period 2026-09-01 - 2027-09-01; Policy: Period 2026-09-15 - 2027-09-01","correction":"Change the policy eff... | {
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} |
pol-777-721057941 | gpt-5.6-luna | {
"verdict": "PASS",
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} | {"verdict":"PASS","discrepancies":[]} | {
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} |
pol-777-928807253 | gpt-5.6-luna | {
"verdict": "FLAG",
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{
"type": "PREMIUM_MISMATCH",
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"field": "Premium",
"underwriting_value": "$7,500",
"policy_value": "$12,500",
"citation": "Binder: Premium: 7500; Issued policy: Premium: 12500",
"correction": "Revise the issue... | {"verdict":"FLAG","discrepancies":[{"type":"PREMIUM_MISMATCH","severity":"MEDIUM","field":"Premium","underwriting_value":"$7,500","policy_value":"$12,500","citation":"Binder: Premium: 7500; Issued policy: Premium: 12500","correction":"Revise the issued policy premium to $7,500."}]} | {
"caught": 0.6,
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} |
pol-777-391546347 | gpt-5.6-luna | {
"verdict": "PASS",
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} | {"verdict":"PASS","discrepancies":[]} | {
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} |
pol-777-496501994 | gpt-5.6-luna | {
"verdict": "PASS",
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} | {"verdict":"PASS","discrepancies":[]} | {
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} |
pol-777-048844783 | gpt-5.6-luna | {
"verdict": "FLAG",
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{
"type": "PERIOD_MISMATCH",
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"field": "Policy period",
"underwriting_value": "2025-06-01 to 2027-06-01",
"policy_value": "2025-06-15 to 2027-06-01",
"citation": "Binder and policy Period lines",
"correction": "... | {"verdict":"FLAG","discrepancies":[{"type":"PERIOD_MISMATCH","severity":"HIGH","field":"Policy period","underwriting_value":"2025-06-01 to 2027-06-01","policy_value":"2025-06-15 to 2027-06-01","citation":"Binder and policy Period lines","correction":"Change the policy effective date to 2025-06-01."},{"type":"DEDUCTIBLE... | {
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} |
pol-777-050698358 | gpt-5.6-luna | {
"verdict": "FLAG",
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{
"type": "LIMIT_LOWER",
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"field": "General Liability limit",
"underwriting_value": "$2,500,000",
"policy_value": "$2,375,000",
"citation": "Binder Coverage section: “GL limit: 2500000 / ded 1000”; Issued Policy Cover... | {"verdict":"FLAG","discrepancies":[{"type":"LIMIT_LOWER","severity":"HIGH","field":"General Liability limit","underwriting_value":"$2,500,000","policy_value":"$2,375,000","citation":"Binder Coverage section: “GL limit: 2500000 / ded 1000”; Issued Policy Coverage section: “GL limit: 2375000 / ded 1000”","correction":"In... | {
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} |
pol-777-904184530 | gpt-5.6-luna | {
"verdict": "PASS",
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} | {"verdict":"PASS","discrepancies":[]} | {
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} |
pol-777-877501700 | gpt-5.6-luna | {
"verdict": "FLAG",
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{
"type": "LIMIT_HIGHER",
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"field": "Business auto limit",
"underwriting_value": "500000",
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"citation": "Binder: \"business auto: limit 500000 / ded 500\"; Policy: \"auto: limit 1000000 / d... | {"verdict":"FLAG","discrepancies":[{"type":"LIMIT_HIGHER","severity":"MEDIUM","field":"Business auto limit","underwriting_value":"500000","policy_value":"1000000","citation":"Binder: \"business auto: limit 500000 / ded 500\"; Policy: \"auto: limit 1000000 / ded 250\"","correction":"Reduce the issued business auto limit... | {
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} |
pol-777-765100990 | gpt-5.6-luna | {
"verdict": "PASS",
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} | {"verdict":"PASS","discrepancies":[]} | {
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} |
pol-777-855439519 | gpt-5.6-luna | {
"verdict": "FLAG",
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{
"type": "NAMED_INSURED",
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"field": "Named insured",
"underwriting_value": "BluePeak Retail Inc",
"policy_value": "BluePeak Retail Inc (dba Old Name)",
"citation": "Binder: Named insured: BluePeak Retail Inc; Policy:... | {"verdict":"FLAG","discrepancies":[{"type":"NAMED_INSURED","severity":"HIGH","field":"Named insured","underwriting_value":"BluePeak Retail Inc","policy_value":"BluePeak Retail Inc (dba Old Name)","citation":"Binder: Named insured: BluePeak Retail Inc; Policy: Named insured: BluePeak Retail Inc (dba Old Name)","correcti... | {
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} |
pol-777-617900220 | gpt-5.6-luna | {
"verdict": "FLAG",
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{
"type": "COVERAGE_MISSING",
"severity": "HIGH",
"field": "Fire coverage",
"underwriting_value": "Limit 100,000; deductible 500",
"policy_value": "Not issued",
"citation": "Binder Coverages: fire limit 100,000 / ded 500; Policy Coverag... | {"verdict":"FLAG","discrepancies":[{"type":"COVERAGE_MISSING","severity":"HIGH","field":"Fire coverage","underwriting_value":"Limit 100,000; deductible 500","policy_value":"Not issued","citation":"Binder Coverages: fire limit 100,000 / ded 500; Policy Coverages: fire coverage absent","correction":"Add fire coverage wit... | {
"caught": 0,
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"emitted": 2,
"precision": 0,
"high_total": 1,
"high_caught": 0,
"citation_hits": 0,
"citation_total": 0
} |
pol-777-047753261 | gpt-5.6-luna | {
"verdict": "FLAG",
"discrepancies": [
{
"type": "PERIOD_MISMATCH",
"severity": "HIGH",
"field": "Policy period",
"underwriting_value": "2026-01-01 to 2027-01-01",
"policy_value": "2026-02-01 to 2027-02-01",
"citation": "Binder and policy, Period field",
"correction": ... | {"verdict":"FLAG","discrepancies":[{"type":"PERIOD_MISMATCH","severity":"HIGH","field":"Policy period","underwriting_value":"2026-01-01 to 2027-01-01","policy_value":"2026-02-01 to 2027-02-01","citation":"Binder and policy, Period field","correction":"Revise the issued policy period to 2026-01-01 through 2027-01-01."}]... | {
"caught": 0,
"total": 0,
"fp": 1,
"parsed": 1,
"emitted": 1,
"precision": 0,
"high_total": 0,
"high_caught": 0,
"citation_hits": 0,
"citation_total": 0
} |
pol-777-540258244 | gpt-5.6-luna | {
"verdict": "PASS",
"discrepancies": []
} | {"verdict":"PASS","discrepancies":[]} | {
"caught": 0,
"total": 0.3,
"fp": 0,
"parsed": 1,
"emitted": 0,
"precision": 0,
"high_total": 0,
"high_caught": 0,
"citation_hits": 0,
"citation_total": 0
} |
End of preview. Expand in Data Studio
Suture evals
Published predictions on the seed-777 gold in caiotheodoro/suture (benchmark). Score locally with no GPU:
cd forge && PYTHONPATH=src uv run python -m suture_forge.cli class-report \
--gold benchmark.jsonl --pred sft-dedhi.jsonl
| Config | System | 777 recall | HIGH | Prec | Parse |
|---|---|---|---|---|---|
sft-dedhi |
published adapter | 0.959 | 0.969 | 0.956 | 1.0 |
sft-limithi |
prior published | 0.839 | 0.893 | 0.870 | 1.0 |
sft-ded |
unpublished DED mix | 0.886 | 0.913 | 0.941 | 1.0 |
luna |
GPT-5.6 Luna zero-shot | 0.373 | 0.388 | 0.344 | 0.972 |
qwen3vl-8b-base |
base, no adapter | 0.098 | 0.115 | 0.278 | 0.973 |
Each row: task_id, predicted, raw, score. Gold is in the other dataset — do not train on these files.
Paper: caiotheodoro/suture. Adapter: caiotheodoro/suture-8b.
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