Triple
T12732363
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sterling Heights Fire Department |
E304271
|
entity |
| Predicate | followsStandard |
P1587
|
FINISHED |
| Object | National Fire Protection Association guidelines (NFPA) |
E392079
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: National Fire Protection Association guidelines (NFPA) | Statement: [Sterling Heights Fire Department, followsStandard, National Fire Protection Association guidelines (NFPA)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Fire Protection Association guidelines (NFPA) Context triple: [Sterling Heights Fire Department, followsStandard, National Fire Protection Association guidelines (NFPA)]
-
A.
National Fire Protection Association standards
National Fire Protection Association standards are widely adopted fire and life safety codes and guidelines that establish best practices for fire prevention, protection, and emergency response.
-
B.
National Fire Protection Association
chosen
The National Fire Protection Association is a U.S.-based nonprofit organization that develops and publishes widely adopted codes and standards intended to reduce fire and other hazards to life and property.
-
C.
NFPA 1720 Standard for the Organization and Deployment of Fire Suppression Operations, Emergency Medical Operations, and Special Operations to the Public by Volunteer Fire Departments
NFPA 1720 is a National Fire Protection Association standard that establishes minimum requirements for staffing, response times, and operational performance for volunteer fire departments providing fire suppression, emergency medical, and special operations services to the public.
-
D.
State Fire Prevention and Building Code Council
The State Fire Prevention and Building Code Council is a New York State body responsible for developing and updating statewide fire prevention and building construction codes to ensure public safety.
-
E.
NFPA 921 Guide for Fire and Explosion Investigations
NFPA 921 Guide for Fire and Explosion Investigations is a widely recognized, science-based standard that provides systematic methodologies and best practices for conducting origin-and-cause investigations of fires and explosions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d7bdf1426c8190a4402e1c4cdec33a |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d9646902408190b29268d864833b80 |
completed | April 10, 2026, 8:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f67c8c38a88190853c4d14e2492599 |
completed | May 2, 2026, 10:37 p.m. |
Created at: April 9, 2026, 5:25 p.m.