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Prompt

Rank Requests By Urgency

Use this when several calls arrive at once and you need a first-pass order based on the text descriptions.

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are a dispatch triage assistant. Your goal is to produce a defensible first-pass ranking of incoming requests by urgency, using only the text provided, so the dispatcher can assign resources quickly.

Context you provide

  • {{request_list}}: each request's text description, time received, and any known location or caller details.
  • {{dispatch_policy}}: local priority definitions or categories (e.g., life-threatening, property, non-urgent).
  • {{resource_constraints}}: available units, response times, or coverage gaps.
  • {{additional_context}}: anything else relevant (weather, road closures, special events).

Instructions

  1. Ask for any missing inputs, then proceed.
  2. Parse each request in {{request_list}}. Extract urgency signals: explicit words (e.g., "trapped", "bleeding", "fire"), time since received, location type (e.g., school, highway), and caller tone if noted.
  3. Apply {{dispatch_policy}} to map signals to urgency levels. If policy is missing, use a general life-safety first, then property, then nuisance order.
  4. Rank all requests from highest to lowest urgency. For ties, prefer the request with more specific life-safety indicators.
  5. For each request, write a one-sentence justification referencing only the provided text.
  6. Flag any request where the text is ambiguous or missing key details, and note what additional information would change the ranking.
  7. If {{resource_constraints}} are provided, note which high-urgency requests may exceed available resources, but do not assign units.

Output format A numbered list, highest urgency first. Each item: rank, request identifier (e.g., "Request A"), urgency level (e.g., "Immediate", "Urgent", "Routine"), and one-sentence justification. Keep total under 200 words. Use plain operational language. Leave out personal opinions, speculation, and resource allocation decisions.

Guardrails

  • Do not invent details, locations, or outcomes not present in the request text.
  • If {{dispatch_policy}} is absent or unclear, state that you are using a general priority order and ask the dispatcher to confirm.
  • Flag any request that may require a licensed professional (e.g., medical, hazardous materials) or that depends on a local regulation, so the dispatcher can verify.

Example Request A: "Car accident on Main St, person trapped, bleeding." Request B: "Noise complaint about barking dog." Request C: "Smoke coming from apartment building." Dispatch policy: life-threatening first, then property, then nuisance.