Sort 311 requests free text to department

Judges: one 311 request. Questions: choice:dept - streets/sanitation/parks/code/water/other; noul:safety_hazard. Action: Hazard routes to emergency crew.

STop tier. Meets A, and the payoff is major with high confidence.4.90

Key facts

Vertical
Government & nonprofit
Function
Ops & HR
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 “Sort 311 requests free text to department”?",
  "input": "<input to classify>",
  "output": "yes | no"
}

Related use cases

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