Triple

T7585490
Position Surface form Disambiguated ID Type / Status
Subject Uniformed Firefighters Association E179601 entity
Predicate negotiatesWith P378 FINISHED
Object 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.
E674500 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: New York City Office of Labor Relations | Statement: [Uniformed Firefighters Association, negotiatesWith, New York City Office of Labor Relations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: New York City Office of Labor Relations
Context triple: [Uniformed Firefighters Association, negotiatesWith, New York City Office of Labor Relations]
  • A. New York State Department of Labor
    The New York State Department of Labor is a state government agency responsible for enforcing labor laws, overseeing workplace safety, and administering unemployment insurance and workforce development programs in New York.
  • B. 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.
  • C. New York City Department of Consumer and Worker Protection
    The New York City Department of Consumer and Worker Protection is a municipal agency responsible for enforcing consumer rights, regulating businesses, and protecting workers’ rights in New York City.
  • D. New York City Law Department
    The New York City Law Department is the municipal legal agency responsible for representing and advising the City of New York and its officials in legal matters, litigation, and policy.
  • E. New York City Department of Citywide Administrative Services
    The New York City Department of Citywide Administrative Services is a municipal agency responsible for managing the city’s real estate, procurement, fleet, and civil service administration to support the operations of New York City government.
  • 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: New York City Office of Labor Relations
Triple: [Uniformed Firefighters Association, negotiatesWith, New York City Office of Labor Relations]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: New York City Office of Labor Relations
Target entity description: 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.
  • A. New York State Department of Labor
    The New York State Department of Labor is a state government agency responsible for enforcing labor laws, overseeing workplace safety, and administering unemployment insurance and workforce development programs in New York.
  • B. 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.
  • C. New York City Department of Consumer and Worker Protection
    The New York City Department of Consumer and Worker Protection is a municipal agency responsible for enforcing consumer rights, regulating businesses, and protecting workers’ rights in New York City.
  • D. New York City Law Department
    The New York City Law Department is the municipal legal agency responsible for representing and advising the City of New York and its officials in legal matters, litigation, and policy.
  • E. New York City Department of Citywide Administrative Services
    The New York City Department of Citywide Administrative Services is a municipal agency responsible for managing the city’s real estate, procurement, fleet, and civil service administration to support the operations of New York City government.
  • 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_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_69c861812e08819097fd14fe2b8fee13 completed March 28, 2026, 11:17 p.m.
NEDg Description generation batch_69c862466fd481908ea5772e76a88d95 completed March 28, 2026, 11:20 p.m.
NED2 Entity disambiguation (via description) batch_69c862cae0448190859a07db338e1de7 completed March 28, 2026, 11:22 p.m.
Created at: March 27, 2026, 3:52 p.m.