Triple
T7585485
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Uniformed Firefighters Association |
E179601
|
entity |
| Predicate | representsEmployeesOf |
P17341
|
FINISHED |
| Object | Fire Department of the City of New York |
E33609
|
NE FINISHED |
How this triple was built (3 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 Department of the City of New York | Statement: [Uniformed Firefighters Association, representsEmployeesOf, Fire Department of the City of New York]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fire Department of the City of New York Context triple: [Uniformed Firefighters Association, representsEmployeesOf, Fire Department of the City of New York]
-
A.
FDNY
chosen
FDNY (Fire Department of the City of New York) is the municipal fire and emergency services department responsible for fire protection, rescue operations, and emergency medical response across New York City.
-
B.
Boston Fire Department
The Boston Fire Department is the municipal fire and rescue agency responsible for fire protection, emergency response, and related public safety services throughout the city of Boston, Massachusetts.
-
C.
Detroit Fire Department
The Detroit Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations within the city of Detroit, Michigan.
-
D.
Chicago Fire Department
The Chicago Fire Department is the municipal agency responsible for fire suppression, emergency medical services, and rescue operations throughout the city of Chicago.
-
E.
Philadelphia Fire Department
The Philadelphia Fire Department is the municipal agency responsible for providing fire suppression, emergency medical services, and rescue operations throughout the city of Philadelphia, Pennsylvania.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: representsEmployeesOf Context triple: [Uniformed Firefighters Association, representsEmployeesOf, Fire Department of the City of New York]
-
A.
representsWorkersOf
chosen
Indicates a relationship where one entity denotes or stands for the workers associated with another entity.
-
B.
representsPeople
Indicates that one entity serves as a representation or stand-in for one or more people.
-
C.
areRepresentedBy
Indicates that one entity serves as a representation, proxy, or stand-in for another entity.
-
D.
employerRepresentative
Indicates that one entity acts on behalf of, or represents, an employer in an official or work-related capacity.
-
E.
hasEmployees
Indicates that one entity employs one or more other entities as its workers or staff.
- F. None of above.
Provenance (4 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_69c69f335248819093c1006f30513708 |
completed | March 27, 2026, 3:16 p.m. |
| NER | Named-entity recognition | batch_69c6f995c8a8819089817bd679640017 |
completed | March 27, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8be17b3ec81909fc52c5570d39fb7 |
completed | March 29, 2026, 5:52 a.m. |
| PD | Predicate disambiguation | batch_69c6f4e04c2c8190a889d928515d9b8e |
completed | March 27, 2026, 9:21 p.m. |
Created at: March 27, 2026, 3:52 p.m.