Triple

T1574229
Position Surface form Disambiguated ID Type / Status
Subject FDNY E33609 entity
Predicate unionRepresentation P18461 FINISHED
Object Uniformed Fire Officers Association
The Uniformed Fire Officers Association is a labor union representing the fire officers of the New York City Fire Department (FDNY), advocating for their rights, safety, and working conditions.
E180872 NE FINISHED

How this triple was built (4 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: Uniformed Fire Officers Association | Statement: [FDNY, unionRepresentation, Uniformed Fire Officers Association]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Uniformed Fire Officers Association
Context triple: [FDNY, unionRepresentation, Uniformed Fire Officers Association]
  • A. Uniformed Firefighters Association
    The Uniformed Firefighters Association is the labor union representing New York City’s FDNY firefighters, advocating for their wages, benefits, and working conditions.
  • B. Uniformed EMS Officers Union
    The Uniformed EMS Officers Union is the labor organization representing supervisory emergency medical services officers within New York City's Fire Department.
  • C. Union Fire Company
    Union Fire Company was one of the earliest volunteer firefighting organizations in colonial America, established in Philadelphia in the 18th century.
  • D. National Council of Urban League Guilds
    The National Council of Urban League Guilds is the national volunteer auxiliary of the National Urban League, coordinating community service, fundraising, and advocacy efforts through local Guild chapters.
  • E. AFL–CIO
    The AFL–CIO is the largest federation of labor unions in the United States, formed by the merger of major labor organizations and representing millions of workers across diverse industries.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Uniformed Fire Officers Association
Triple: [FDNY, unionRepresentation, Uniformed Fire Officers Association]
Generated description
The Uniformed Fire Officers Association is a labor union representing the fire officers of the New York City Fire Department (FDNY), advocating for their rights, safety, and working conditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Uniformed Fire Officers Association
Target entity description: The Uniformed Fire Officers Association is a labor union representing the fire officers of the New York City Fire Department (FDNY), advocating for their rights, safety, and working conditions.
  • A. Uniformed Firefighters Association
    The Uniformed Firefighters Association is the labor union representing New York City’s FDNY firefighters, advocating for their wages, benefits, and working conditions.
  • B. Uniformed EMS Officers Union
    The Uniformed EMS Officers Union is the labor organization representing supervisory emergency medical services officers within New York City's Fire Department.
  • C. Union Fire Company
    Union Fire Company was one of the earliest volunteer firefighting organizations in colonial America, established in Philadelphia in the 18th century.
  • D. National Council of Urban League Guilds
    The National Council of Urban League Guilds is the national volunteer auxiliary of the National Urban League, coordinating community service, fundraising, and advocacy efforts through local Guild chapters.
  • E. AFL–CIO
    The AFL–CIO is the largest federation of labor unions in the United States, formed by the merger of major labor organizations and representing millions of workers across diverse industries.
  • F. None of above. chosen

Provenance (5 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_69a885f27a4c8190a4622252cdf54c00 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa61ddc9908190a4afca1c24400817 completed March 6, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad4696c34c8190826bc6ab4dad7c01 completed March 8, 2026, 9:51 a.m.
NEDg Description generation batch_69ad4861ffc48190bf77fc8036923e38 completed March 8, 2026, 9:58 a.m.
NED2 Entity disambiguation (via description) batch_69ad48b05a2881909459504f8fa0ec0c completed March 8, 2026, 10 a.m.
Created at: March 4, 2026, 7:27 p.m.