Accounting Evidence EnginePrototypeprototype-0.1.0

Accounting Evidence Engine

Prototype tools for exploring public-company disclosures, trying company matching, and reviewing available reliability measures.

Evidence chain: source → deterministic baseline → model state → review and release
  1. AuthoritySourceVerbatim bounded excerpt or public identifier
  2. ComparatorDeterministic baselineVersioned rule IDs, terms, and exclusions
  3. InterpretationStructured model outputInactive in this prototype
  4. ControlReview and releaseStatus, errors, metrics, version

Interactive controls run locally in this browser. If they are unavailable, the static evidence remains available through this page and the public JSON snapshot.

Prototype tools

Disclosures, company matching, and reliability

Explore selected filing excerpts and company-matching examples. These tools use a fixed prototype release; production ingestion and model results are not available.

5 evidence items

Disclosure Evidence Monitor

Filter source-checked SEC passages, inspect filing provenance, compare selected annual disclosures, and switch between the active deterministic baseline and the explicitly inactive model layer.

Browse filing excerpts →
5 benchmark cases

Entity Linkage Auditor

Change public-safe fields in the browser, rerun deterministic matching, and inspect normalized names, candidate scores, identifiers, warnings, accepted outcomes, and rejected alternatives.

Try company matching →
Measured vs unavailable

Reliability and Cost Console

See exactly which metrics have a population and denominator, which capabilities are not active, and which error classes the eventual benchmark must evaluate.

View reliability measures →
Current release

Data and methods

This is a static prototype, not a public beta. The pages and downloadable records use the same source data. Company matching runs in your browser without transmitting or storing your input; source records are checked during the build.

Source layer

4 public companies

A small source-checked subset with exact SEC filing URLs, accession numbers, CIKs, filing dates, periods, and document locators.

Interpretation layer

Rules active; model inactive

Deterministic results include matched rule IDs, terms, exclusions, and version. Model, prompt, confidence, latency, and cost fields remain null until a real run exists.

Release layer

prototype-0.1.0

One release manifest controls maturity, schema, topic rules, company-universe version, data-check date, model state, and public limitations.

Prototype limitations

Limitations

These limits apply to the current prototype and its results.

  • The prototype contains a small source-checked filing sample rather than the planned 30-company public-beta universe.
  • There is no scheduled SEC ingestion, D1/R2 persistence, or public model execution in this release.
  • Precision, recall, F1, latency, and model cost are not reported because no frozen labeled benchmark or model run exists.
  • Displayed evidence is illustrative of the inspection workflow and is not an exhaustive review of any filing or company.
Scope boundary

Evidence inspection, not automated judgment

This prototype does not provide investment recommendations, assurance opinions, causal conclusions, unrestricted prompting, arbitrary URL retrieval, confidential uploads, or user accounts. Missing extracted evidence does not establish that a disclosure is absent.