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The Semaphore Fact Extraction Framework (FACTS)

return evidence

  • Last Updated: May 29, 2026
  • 1 minute read
    • Semaphore
    • Documentation

“return evidence” will, when switched on, return the evidence text from the document that was matched on, and not the preferred label of the concept fact.

For example: if you had lots of alternative labels for your concept fact, usually you would want those to be normalised back to the concept’s preferred label; however, sometimes you do what the actual evidence text that was matched on - and for that, you can switch on “return evidence”.

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