Triple
T9883612
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Uniformed Fire Officers Association |
E180872
|
entity |
| Predicate | representsEmployer |
P64336
|
FINISHED |
| Object | City of New York (as employer of FDNY fire officers) |
E5244
|
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: City of New York (as employer of FDNY fire officers) | Statement: [Uniformed Fire Officers Association, representsEmployer, City of New York (as employer of FDNY fire officers)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of New York (as employer of FDNY fire officers) Context triple: [Uniformed Fire Officers Association, representsEmployer, City of New York (as employer of FDNY fire officers)]
-
A.
FDNY
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.
New York City Office of Emergency Management
The New York City Office of Emergency Management is the municipal agency responsible for coordinating the city’s planning, response, and recovery efforts for emergencies and disasters.
-
C.
New York City Office of Labor Relations
The New York City Office of Labor Relations is a municipal agency responsible for managing labor relations, collective bargaining, and employee benefits for the city’s workforce and their unions.
-
D.
New York City Human Resources Administration
The New York City Human Resources Administration is the municipal agency responsible for administering public assistance, food benefits, homelessness prevention, and other social services for low-income residents of New York City.
-
E.
New York City government
chosen
The New York City government is the municipal administration responsible for governing and providing public services to the five boroughs of New York City through its mayor, city council, and numerous agencies.
- 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: representsEmployer Context triple: [Uniformed Fire Officers Association, representsEmployer, City of New York (as employer of FDNY fire officers)]
-
A.
employerRepresentative
chosen
Indicates that one entity acts on behalf of, or represents, an employer in an official or work-related capacity.
-
B.
employerIn
Indicates that one entity serves as the employer of another within a specified context, such as a location, organization, or time period.
-
C.
namedForEmployer
Indicates that an entity is named after, or in honor of, its employer.
-
D.
employerRelationship
Indicates a relationship in which one entity acts as the employer of another, having authority to hire, direct, and compensate the other party for work performed.
-
E.
employerSide
Indicates that the subject participates in or represents the employer’s position, interests, or perspective within an employment relationship or dispute.
- 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_69ca828082cc8190a40f8d299caa6545 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cdb453b388819095a5070399d9788d |
completed | April 2, 2026, 12:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1eaf0afcc81908d263df7651958e2 |
completed | April 5, 2026, 4:54 a.m. |
| PD | Predicate disambiguation | batch_69cd1d810ed48190a252b70e9390c8f3 |
completed | April 1, 2026, 1:28 p.m. |
Created at: March 30, 2026, 8:38 p.m.