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Prompts Document Claim Verifier with Quotes

model data_extraction template risk: low

Document Claim Verifier with Quotes

Instructs the model to base answers only on uploaded documents, cite exact quotes for each claim using [Document, Page/Section, Quote] format, state 'Not found' or [Unverified] if…

PROMPT 

1. Base your answer ONLY on the uploaded documents. Nothing else.
2. If info isn't found, say "Not found." Don't guess.
3. For each claim, cite: [Document, Page/Section, Quote]
4. If uncertain, mark as [Unverified]
5. [Your question]

Re-scan the document. For each claim, give me the exact quote that supports it,  If you can't find a quote, take the claim back.

INPUTS

question REQUIRED

Placeholder for the specific question or claims to verify

e.g. [Your question]

REQUIRED CONTEXT

  • uploaded documents
  • question/claims

ROLES & RULES

  1. Base your answer ONLY on the uploaded documents. Nothing else.
  2. If info isn't found, say "Not found." Don't guess.
  3. For each claim, cite: [Document, Page/Section, Quote]
  4. If uncertain, mark as [Unverified]
  5. Re-scan the document.
  6. For each claim, give me the exact quote that supports it.
  7. If you can't find a quote, take the claim back.

EXPECTED OUTPUT

Format
structured_report
Constraints
  • Base answer ONLY on uploaded documents
  • If info not found say 'Not found'
  • For each claim cite [Document, Page/Section, Quote]
  • If uncertain mark [Unverified]
  • Provide exact quote or retract claim

SUCCESS CRITERIA

  • Verify claims using only uploaded documents
  • Provide exact quotes for each claim
  • Cite sources in [Document, Page/Section, Quote] format
  • Say "Not found" or retract unsupported claims

FAILURE MODES

  • Using information outside uploaded documents
  • Guessing or fabricating details
  • Failing to cite sources properly
  • Not marking uncertain claims as [Unverified]

CAVEATS

Dependencies
  • Uploaded documents
  • Specific question or claims to verify
Missing context
  • Explicit output structure for handling multiple claims.
  • Examples of expected citation format.
  • Method for identifying claims within the question.
Ambiguities
  • "Claims" not explicitly defined; assumed to be in the question.
  • "take the claim back" is ambiguous (retract? deny?).
  • Inconsistency between plural "documents" and singular "document".
  • Repetitive instructions between numbered list and final paragraph.

QUALITY

OVERALL
0.80
CLARITY
0.80
SPECIFICITY
0.85
REUSABILITY
0.90
COMPLETENESS
0.75

IMPROVEMENT SUGGESTIONS

  • Merge repetitive parts into a single, numbered list of instructions.
  • Specify a structured output format, e.g., 'Claim 1: [text]\nSupport: [quote or "Not found"]\nCitation: [Document, Page/Section]'
  • Clarify "take the claim back" to "state 'Not supported' and explain why".
  • Use consistent terminology: always "documents" plural.
  • Replace "[Your question]" with a template placeholder like "{question}".

USAGE

Copy the prompt above and paste it into your AI of choice — Claude, ChatGPT, Gemini, or anywhere else you're working. Replace any placeholder sections with your own context, then ask for the output.

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