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.