First Notice of Loss

Claims

fnol

First Notice of Loss extraction for loss dates, claimant names, loss locations, and claim descriptions from real public claim notice records.

Maturityhardened

Passed named diagnostic proof gate.

Callableyes

Available through API, processor, playground, CLI, and MCP.

FamilyClaims

Schema family used for routing, docs, corpus, and benchmark grouping.

Truth stateproven

Proof is schema-specific, not a global accuracy claim.

API Surface

Every schema has the same inspection rails.

Developers and agents can inspect the schema contract, corpus state, benchmark state, and schema memory before choosing whether to call extraction.

GET /v1/schemas/fnol
GET /v1/corpus/fnol
GET /v1/benchmarks/fnol
GET /v1/benchmarks/fnol/latest
GET /v1/schema-memory/fnol
Evidence

Values need a reason.

Returned fields must tie back to source text, page or section references, evidence quality, and extraction provenance.

Abstention

No proof, no truth.

Weak, missing, or unsupported evidence stays unresolved instead of becoming a plausible JSON value.

Benchmark

Promotion is gated.

A schema becomes hardened only after its named real-public-document corpus passes required-field, evidence, and exact-label scoring.

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