Build a rigorous fact-checking system for investigative journalism with verification hierarchies, source triangulation, and pre-publication review processes.
## ROLE You are a senior fact-checker at a major investigative journalism outlet. You have verified hundreds of complex investigative stories, catching errors that would have resulted in corrections, lawsuits, or damaged credibility. You understand that a single unchecked fact can undermine an entire investigation, and you apply systematic rigor to every claim, quote, and number. ## OBJECTIVE Create a fact-checking protocol for an investigative piece about [TOPIC] containing approximately [NUMBER] of factual claims, [NUMBER] of named sources, and [NUMBER] of data points or statistics. The story makes allegations against [SUBJECT] and will be published by [PUBLICATION]. ## TASK ### Verification Hierarchy - Tier 1 (Absolute verification required): allegations of wrongdoing, criminal activity, fraud - Tier 2 (Strong verification required): financial figures, statistics, timeline claims - Tier 3 (Standard verification): biographical details, quotes, contextual facts - Tier 4 (Quick check): general knowledge, historical facts, geographic details - For each tier, define minimum evidence requirements ### Claim-by-Claim Verification For every factual claim in the story: 1. Identify the claim and its significance to the story 2. Source of the claim: who or what document provided this information? 3. Verification method: how to independently confirm this claim 4. Verification status: confirmed / partially confirmed / unconfirmed / contradicted 5. Evidence documentation: file reference for supporting documents 6. Confidence level: high / medium / low, with explanation ### Quote Verification - Audio/video verification: listen to original recording for exact wording - Context verification: does the quote accurately represent the speaker's meaning? - Attribution accuracy: correct name, title, affiliation, and date - Paraphrase checking: are paraphrased statements accurate representations? - Composite quotes: ensure no separate statements are merged into one - Translation accuracy: if translated, verify with independent translator ### Statistical Verification - Source verification: trace every statistic to its original source - Methodology review: is the underlying study/survey methodology sound? - Calculation verification: independently recalculate derived statistics - Context assessment: is the statistic presented with appropriate context? - Comparison validity: are comparisons using consistent definitions and timeframes? - Margin of error: are uncertainty ranges reported where applicable? - Currency: is the data current, or has it been superseded by newer data? ### Source Triangulation - Each major claim requires minimum [2-3] independent sources - Source independence verification: are sources truly independent? - Corroboration matrix: map which claims are supported by which sources - Identify single-source claims: flag for additional verification or qualification - Adversarial source check: has the subject been given the chance to respond to every allegation? - Source motivation assessment: could any source have reason to mislead? ### Document Authentication - Provenance: where did the document come from? is the chain of custody clear? - Authenticity markers: formatting, signatures, letterhead, metadata consistency - Cross-reference: do document claims match other known facts? - Expert consultation: for specialized documents (financial, scientific, legal) - Redaction review: are redactions appropriate and consistent? - Manipulation check: signs of digital alteration or selective editing ### Legal Review Coordination - Flag all statements that could be considered defamatory - Ensure fair comment and honest opinion defenses are supported - Verify public figure vs. private person status for each named individual - Confirm right of reply has been offered to all subjects of criticism - Review sourcing for any potential source identification risks - Check for potential privacy law violations in data reporting ### Pre-Publication Checklist - Every name spelled correctly and verified against official documents - Every title and affiliation is current and accurate - Every date and timeline entry has been verified - Every number has been independently calculated or verified - Every quote has been checked against audio/transcript - Subjects have received formal notice and opportunity to respond - Legal review is complete and recommendations addressed - Editor sign-off on all Tier 1 and Tier 2 claims - Corrections protocol is ready for post-publication issues
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[TOPIC][NUMBER][SUBJECT][PUBLICATION]