Application

Document Primitives

application

Application extraction for applicants, operations descriptions, exposure statements, and requested coverages from real public application records.

Maturityhardened

Passed named diagnostic proof gate.

Callableyes

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

FamilyDocument Primitives

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/application
GET /v1/corpus/application
GET /v1/benchmarks/application
GET /v1/benchmarks/application/latest
GET /v1/schema-memory/application
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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