Fact-Check Report Prompt Template
Systematically fact-check a piece of content or set of claims with source verification and confidence ratings per claim.
The Prompt
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How to use this template
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Replace anything in [BRACKETS] with your specific details.
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Why this prompt works
The 'missing context' category is the most analytically valuable addition to standard fact-checking frameworks — technically true but misleading statements are far more common and harder to identify than outright falsehoods. Requiring logical fallacies to be named separately from factual errors acknowledges that truthful premises can still produce false conclusions.
Tips for best results
- Start with the claims that have the highest potential impact if false — limited time is better spent on consequential claims than peripheral details
- Primary sources (official statistics, peer-reviewed data, original documents) should always be favoured over secondary reporting — secondary sources add interpretive layers that can distort
- When a claim is technically true but missing context, write out the full true statement including the context — this is more useful than just flagging 'needs context'
- Confidence in a fact-check should decrease when a claim is very recent — real-time events are poorly served by AI knowledge and require live source verification