Claim dedupe against fact-check archive

Judges: one (new claim, archived claim) pair. Questions: choice:same - same|variant|different. Action: Reuse published verdict link; routes variants to humans.

AA clean typed decision (yes/no, a pick from a list, or a level on a scale) that is concrete, repeats routinely, and has meaningful value.4.49

Key facts

Vertical
Agencies, media & creators
Function
Research & education
Status
Idea
Volume
routine
Value
meaningful
Risk
moderate
Evidence
—
Flags
None

Build this with a classifier

Define a typed decision with a bounded answer, then evaluate it on examples.

{
  "decision_type": "choice",
  "question": "Does this input match the decision in “Claim dedupe against fact-check archive”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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