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.