Classify reference-check responses

Judges: reference text. Questions: choice:signal - strong|neutral|concern|insufficient. Action: concerns flagged to hiring manager.

CA clean typed decision with low volume or low value, or too vague to act on.3.75

Key facts

Vertical
Cross-industry
Function
Ops & HR
Status
Idea
Volume
occasional
Value
meaningful
Risk
high
Evidence
—
Flags
human-review

Build this with a classifier

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

{
  "decision_type": "yes_no",
  "question": "Does this input match the decision in “Classify reference-check responses”?",
  "input": "<input to classify>",
  "output": "yes | no"
}

Related use cases

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