Triple

T1574228
Position Surface form Disambiguated ID Type / Status
Subject FDNY E33609 entity
Predicate unionRepresentation P18461 FINISHED
Object 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.
E179601 NE FINISHED

How this triple was built (5 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 Firefighters Association | Statement: [FDNY, unionRepresentation, Uniformed Firefighters Association]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Uniformed Firefighters Association
Context triple: [FDNY, unionRepresentation, Uniformed Firefighters Association]
  • A. Union Fire Company
    Union Fire Company was one of the earliest volunteer firefighting organizations in colonial America, established in Philadelphia in the 18th century.
  • B. 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.
  • C. Amalgamated Association of Iron and Steel Workers
    The Amalgamated Association of Iron and Steel Workers was a prominent late 19th- and early 20th-century American labor union representing skilled iron and steel workers, best known for its central role in major industrial labor conflicts such as the Homestead Strike.
  • D. 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.
  • E. International Ladies' Garment Workers' Union
    The International Ladies' Garment Workers' Union was a major American labor union that represented workers in the women's clothing industry and became known for its role in improving labor conditions and advocating for social justice in the 20th century.
  • 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 Firefighters Association
Triple: [FDNY, unionRepresentation, Uniformed Firefighters Association]
Generated description
The Uniformed Firefighters Association is the labor union representing New York City’s FDNY firefighters, advocating for their wages, benefits, and working conditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Uniformed Firefighters Association
Target entity description: The Uniformed Firefighters Association is the labor union representing New York City’s FDNY firefighters, advocating for their wages, benefits, and working conditions.
  • A. Union Fire Company
    Union Fire Company was one of the earliest volunteer firefighting organizations in colonial America, established in Philadelphia in the 18th century.
  • B. 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.
  • C. Amalgamated Association of Iron and Steel Workers
    The Amalgamated Association of Iron and Steel Workers was a prominent late 19th- and early 20th-century American labor union representing skilled iron and steel workers, best known for its central role in major industrial labor conflicts such as the Homestead Strike.
  • D. 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.
  • E. International Ladies' Garment Workers' Union
    The International Ladies' Garment Workers' Union was a major American labor union that represented workers in the women's clothing industry and became known for its role in improving labor conditions and advocating for social justice in the 20th century.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: unionRepresentation
Context triple: [FDNY, unionRepresentation, Uniformed Firefighters Association]
  • A. postUnionRepresentation
    Indicates that an entity serves as a representative or representation of another entity after a union or merger has taken place.
  • B. inUnionFlagRepresents
    Indicates that one entity is represented or symbolized by its inclusion on the union flag of another entity.
  • C. union
    Indicates that two or more sets are combined into a single set containing all elements that belong to at least one of them.
  • D. UnionStrength
    Indicates the degree of solidarity, cohesion, and collective bargaining power within or among unions in a given context.
  • E. memberRepresents chosen
    Indicates that one entity serves as an official representative or delegate acting on behalf of another entity within a group, organization, or body.
  • F. None of above.

Provenance (6 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_69a96083e7308190abbf025fe8e43abb completed March 5, 2026, 10:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad4028bc5881909dbe847229dd63bb completed March 8, 2026, 9:23 a.m.
NEDg Description generation batch_69ad41930d208190b34531e3f35fa58b completed March 8, 2026, 9:29 a.m.
NED2 Entity disambiguation (via description) batch_69ad422752348190b42ebc3781a6e8a5 completed March 8, 2026, 9:32 a.m.
PD Predicate disambiguation batch_69a907ba63c88190b60c14dec8d1e40f completed March 5, 2026, 4:34 a.m.
Created at: March 4, 2026, 7:27 p.m.