Check attribute-to-value chains in claims

Judges: One claim or benefit statement. Questions: choice:level - feature_only, credential_only, benefit, customer_language_outcome; noul:chain_complete. Action: Code flags claims stopping at feature or credential and returns them for rewrite to the full 3-link chain.

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.3.83

Key facts

Vertical
Cross-industry
Function
Content & brand
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 “Check attribute-to-value chains in claims”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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