311 service request categorization
Judges: one citizen report text. Questions: choice:dept - public_works|sanitation|parks|code_enforcement|police_non_emergency|other; noul:safety_hazard - .... Action: Route and set SLA; hazard escalates.
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.5.11
Key facts
- Vertical
- Government & nonprofit
- Function
- Ops & HR
- Status
- Idea
- Volume
- high
- 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 “311 service request categorization”?",
"input": "<input to classify>",
"output": "yes | no"
}Related use cases
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