Disaster aid request vs fraud-pattern text cues

Judges: one aid application narrative. Questions: noul:template_text - boilerplate seen across apps?; noul:internally_inconsistent - .... Action: Add cue to a fraud score; manual review for flagged.

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.4.73

Key facts

Vertical
Government & nonprofit
Function
Legal & finance
Status
Idea
Volume
routine
Value
major
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 “Disaster aid request vs fraud-pattern text cues”?",
  "input": "<input to classify>",
  "output": "yes | no"
}

Related use cases

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