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.