INDUSTRY FIELD GUIDE
Fire department incident reporting revision data for AI
A fire department’s reporting system may contain a training incident, a revision and a summary that used the earlier version.
NAICS 922160 · Fire Protection
A fire department’s reporting system may contain a training incident, a revision and a summary that used the earlier version. U.S. Fire Administration publishes fire reporting resources, including National Emergency Response Information System information. An original example can test how software reconciles reporting status and time. U.S. Fire Administration NERIS resources
Make up an event and add a corrected category to a later report. Include a training entry that the summary should exclude. Ask which current events count in the example and cite the report revision. Verify the totals against a reviewer’s independent count.
Use original records and generic labels. Exclude real dispatch, fireground video, resident addresses, operational tactics and medical information. Leave response and incident classification decisions with staff.
Describe a simulated reporting revision sample
Original Fiund exercise
Count current report categories after excluding the training entry
A synthetic reporting register uses neutral event categories and an explicit counting rule. No real dispatch, incident, resident, tactics or medical information appears.
| Record | Source | What it records |
|---|---|---|
| FRP1 | Practice event register | E1 category A revision 1, nontraining. E2 category A, training. E3 category A, nontraining. |
| FRP2 | Authorized E1 revision 2 | Changes E1 category to B. E1 remains nontraining; other events unchanged. |
| FRP3 | Counting rule and old summary | Exclude training entries and use current revision. Earlier summary counted three A entries before correction and training exclusion. |
Question for the model
What current category counts follow from the supplied rule, and why should the older three-A summary not be reused?
Show the reference answer and checks
FRP2 makes E1 category B, while E3 remains A. FRP3 excludes E2 because FRP1 labels it training. The current exercise count is therefore A=1 and B=1, covering two nontraining events. The older three-A summary both uses E1's superseded category and includes training E2. Cite the event revisions and exclusion rule instead of treating the cached total as an independent current observation.
- Counting both revisions of E1 as separate events.
- Retaining the training entry or reusing a summary produced before the stated exclusions.
Fields to preserve
- Event identity and current revision
- Prevents duplicate-event counts.
- Training flag
- Defines the population being summarized.
- Category and summary provenance
- Makes the recomputed totals inspectable.
Test another case
Correct E3's training flag while leaving its category unchanged. Require population membership to update independently of category revision.
Use fabricated labels and totals. Exclude actual dispatch, fireground footage, addresses, tactics, medical records and response decisions.
Discuss a contribution
Describe the sources you control, the task they could support and what has already been checked. Use the existing-data assessment for an archive or the collection brief for a new recording project. The contributor agreement defines Fiund’s licensing authority and compensation. A guide or fictional exercise does not establish an accepted collection or a sale.