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Method notes · benchmark

The correction is the proof.

See our own claim-verification harness before and after a separate labeled benchmark check. The receipt is self-administered and bounded to its own labeled set; it is not customer proof or third-party validation.

Before / check / after

The correction is the proof.

The artifact, labeled case definition, missed cases, correction, and rerun are ours. No prospect, customer, or third-party product appears in this demo.

Before · baseline harness

Existing checks found missing evidence, but weak citations slipped through.

Catch rate: 60%

Seeded fail cases caught: 27 / 45

Miscitation cases caught: 0 / 18

Seeded pass cases rejected: 0 / 27

Separate check · citation support

Compare the claim words with the cited line.

A deterministic add-on reads the first path:line citation on a report line and flags unreadable, empty, or low-overlap evidence.

It is a lexical containment heuristic, not semantic entailment. It remains advisory for real reports because a valid claim can span more than one cited line.

Corrected · same definition rerun

The miscitation classes closed on the labeled set.

Catch rate: 100%

Seeded fail cases caught: 45 / 45

Miscitation cases caught: 18 / 18

Seeded pass cases rejected: 0 / 27

Committed sources: data/quality/verification-bench/bench-2026-07-09-expanded.json and skills/quality/verification-bench/citation_support.py.

Safe aggregates

Numbers come from evidence or they do not render.

Current inventory totals come from the committed Git index at build time. The repeated-run result comes from a retained dated excerpt. Neither is presented as a fresh full-suite run, and hand-typed metric markup still fails the build.

01

Tracked substrate test programs

460 named test programs in the committed index: 459 shell and 1 Python. Inventory only; this does not say they ran or passed in this build.

02

Skill documents with operating contracts

118 non-archived committed skill documents declare a nonempty top-level contract. This is a document inventory, not an execution result.

03

Retained repeated-run summaries

The 2026-06-11 excerpt contains 4 summary records. Each records 5 of 5 attempts passing. The excerpt retains complete constituent run rows for 3 summaries. This is a historical internal rehearsal, not current system reliability.

What a receipt contains

Enough detail to reproduce the decision.

  • The artifact or input that was checked.
  • The rule and the evidence source used by the checker.
  • The timestamped pass, fail, or need-data result.
  • The correction and the re-run, without erasing the first failure.
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