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Line-by-Line Fact-Checker (IFCN Standards).

Scores every claim True, Context-Missing, False, or Unverifiable — with a red/amber/green publish call and search strings to audit.

4 viewsWorks withChatGPTClaudeGeminiGrokDeepSeekPerplexityCopilotAny model
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01

What this prompt does

  • Scores every claim True, Context-Missing, False, or Unverifiable
  • Flags invented links, laundered guesses, and skipped paragraphs
  • Gives a red/amber/green publish call with reasons
  • Hands back search strings so you can spot-audit
  • Suggests corrections — never rewrites your words for you
02

Why it works

Built to beat the ways AI fact-checkers fail — it won't launder a guess as 'verified', won't invent links, won't skim past paragraph nine, and never rewrites your words.

03

Tips for this prompt

  • Set SPECIFIC_INDUSTRY_NICHE — don't leave the niche to guesswork.
  • Paste every source link inside your text so it can consult them.
  • Set ENABLE_MULTILINGUAL to TRUE only for non-English source text.
  • Spot-check the green rows too — every claim gets a search string.
  • Copy proposed corrections yourself — it never auto-applies them.
04

How to use the prompt

  1. 1Set ENABLE_MULTILINGUAL to TRUE or FALSE.
  2. 2Fill SPECIFIC_INDUSTRY_NICHE — or leave it blank to auto-infer.
  3. 3Paste your text where it says INSERT YOUR TEXT HERE.
  4. 4Run it in your AI assistant.
  5. 5Check the Access Mode line — training data or live web.
  6. 6Work the remediation pipeline, keeping every correction your call.
Tags#fact-checking#editing#research#accuracy#ifcn