Prompt Library ⚙️ Technical Document Redaction Verification Prompt
GPT-4o ⚙️ Technical Advanced

Document Redaction Verification Prompt

Verify that sensitive information has been correctly redacted from legal, medical, or compliance documents — checking for missed PII, incomplete redactions, and metadata risks.

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The Prompt

# Document Redaction Verification Prompt

You are a compliance specialist reviewing a redacted [DOCUMENT TYPE] (legal filing, medical record, government document, financial disclosure, HR record) for [JURISDICTION OR REGULATION].

## Redaction Completeness Check

Examine each page for sensitive information that should be redacted based on [JURISDICTION OR REGULATION]:

**Personal Identifiable Information (PII):** Names, addresses, phone numbers, email addresses, national ID numbers, dates of birth
**Financial data:** Account numbers, card numbers, transaction amounts if restricted
**Medical information:** Diagnoses, treatment details, provider names if applicable
**Legal identifiers:** Case numbers, docket references if restricted, witness names under protection

## Redaction Quality Check

For each redaction applied, verify:
- Is the underlying text completely obscured (black box, not gray or semi-transparent)?
- Are partial identifiers still visible: first name only, last 4 digits of an account, initials?
- Does any context surrounding the redaction allow the redacted content to be inferred?

## Cross-Reference Check

Identify instances where the same information appears multiple times in the document, and flag any occurrence where it was redacted in one place but left visible in another.

## Metadata Warning

Note that visual redaction of a PDF does not remove metadata: flag any document that should also undergo metadata scrubbing before distribution.

## Summary Report

Produce a page-by-page redaction status: Complete / Incomplete / Needs Review, with specific location descriptions for every issue found.

📝 Fill in the blanks

Replace these placeholders with your own content:

[DOCUMENT TYPE]
[JURISDICTION OR REGULATION]

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