Triple
T12732342
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sterling Heights Fire Department |
E304271
|
entity |
| Predicate | hasOrganizationalUnit |
P254
|
FINISHED |
| Object | fire prevention division |
unclear NED1
|
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: fire prevention division | Statement: [Sterling Heights Fire Department, hasOrganizationalUnit, fire prevention division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: fire prevention division Context triple: [Sterling Heights Fire Department, hasOrganizationalUnit, fire prevention division]
-
A.
fire prevention division
The fire prevention division is a specialized unit within the Plymouth Fire Department responsible for reducing fire risks through inspections, code enforcement, public education, and safety outreach.
-
B.
fire prevention division
The fire prevention division is a specialized unit within the Mexico City fire department responsible for reducing fire risks through inspections, public education, and enforcement of safety regulations.
-
C.
Fire Prevention Division
The Fire Prevention Division is a specialized unit of the Arlington County Fire Department responsible for reducing fire risk through inspections, code enforcement, public education, and safety outreach.
-
D.
Fire Prevention Division
The Fire Prevention Division is the unit within DC Fire and Emergency Medical Services responsible for reducing fire risk through inspections, code enforcement, public education, and related safety programs.
-
E.
Fire Prevention Bureau
The Fire Prevention Bureau is a specialized division of the Chicago Fire Department responsible for enforcing fire codes, conducting inspections, and promoting fire safety to prevent fires and related hazards in the city.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide. chosen
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.