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Typed source observations
Fictional observations only. No original trade documents or provider responses.
DF-069 → DF-073 · INDEPENDENT ADVERSARIAL REPLAY
A bill of lading, an inspection record and an invoice describe different things. Compare only compatible evidence, then expose the uncertainty.
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These are precomputed results of the included Python engine on 30 fabricated attack cases. Selecting a case replays its result; it does not run Python or a model in this page. Offline checks reproduce every verdict.
Fictional observations only. No original trade documents or provider responses.
A documentary difference does not prove physical loss, missing goods, liability or reimbursement. Human review is mandatory.