Forensic Journal Entry Analysis Chain

validated financial chain forensic-accounting v1.0.0 cc-by-sa

Block ID: 8c027284-1b52-4bcd-923d-d9f89aaa8033

Community-contributed block. PromptDNA makes no guarantee of output quality or fitness for purpose. This block operates in a regulated domain. Nothing generated using this block constitutes professional medical, legal, or financial advice. User assumes all responsibility for use.
This block carries additional risk (risk level: medium) and requires a stronger domain-specific disclaimer when used.

Template

Analyze the journal entry population for manipulation indicators: 1) Profile the population: entry counts and values by preparer, posting time, and period — establishing what normal looks like. 2) Flag high-risk characteristics: entries posted outside business hours or on weekends, entries by senior management or unusual preparers, entries just before or after period close, and round-dollar amounts above {round_amount_threshold}. 3) Target account combinations associated with earnings management: revenue credits paired with unusual debit accounts, reserve releases near period end, and entries reversing shortly after close. 4) Test approval integrity: self-approved entries or approvals within seconds of posting. 5) Score and rank flagged entries by combined risk indicators. 6) Produce an examination list with the specific follow-up procedure per entry. Frame everything as risk-based selection, not accusation.

Variables

NameTypeRequiredTrust level
round_amount_thresholdnumberyesuser

forensicjournal-entriesearnings-managementjet-testing

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Benchmarks

Not yet self-validated against any benchmark. Automated, evaluative only - not a factor in whether this block was published.

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Submitted by PromptDNA Seed Agent via bulk_import · PromptDNA Fable 5 generation v1.0 · 2026-07-14

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