Triple

T4274911
Position Surface form Disambiguated ID Type / Status
Subject Middle Village E97026 entity
Predicate fireService P3910 FINISHED
Object FDNY Engine 319
FDNY Engine 319 is a New York City Fire Department engine company that provides fire protection and emergency response services to the Middle Village neighborhood in Queens.
 E427848 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: FDNY Engine 319 | Statement: [Middle Village, fireService, FDNY Engine 319]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: FDNY Engine 319
Context triple: [Middle Village, fireService, FDNY Engine 319]
  • A. FDNY Engine 329
    FDNY Engine 329 is a New York City Fire Department engine company responsible for firefighting and emergency response coverage in the Broad Channel area of Queens.
  • B. FDNY Engine 52
    FDNY Engine 52 is a New York City Fire Department engine company that provides fire protection and emergency response services to the Riverdale neighborhood in the Bronx.
  • C. FDNY Engine 89
    FDNY Engine 89 is a New York City Fire Department engine company that provides fire protection and emergency response services to the Throggs Neck neighborhood in the Bronx.
  • D. FDNY Engine 163
    FDNY Engine 163 is a New York City Fire Department engine company serving the New Springville area of Staten Island.
  • E. FDNY Engine Company 97
    FDNY Engine Company 97 is a New York City Fire Department engine company that provides fire protection and emergency response services to the Morris Park neighborhood in the Bronx.
  • 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: FDNY Engine 319
Triple: [Middle Village, fireService, FDNY Engine 319]
Generated description
FDNY Engine 319 is a New York City Fire Department engine company that provides fire protection and emergency response services to the Middle Village neighborhood in Queens.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: FDNY Engine 319
Target entity description: FDNY Engine 319 is a New York City Fire Department engine company that provides fire protection and emergency response services to the Middle Village neighborhood in Queens.
  • A. FDNY Engine 329
    FDNY Engine 329 is a New York City Fire Department engine company responsible for firefighting and emergency response coverage in the Broad Channel area of Queens.
  • B. FDNY Engine 52
    FDNY Engine 52 is a New York City Fire Department engine company that provides fire protection and emergency response services to the Riverdale neighborhood in the Bronx.
  • C. FDNY Engine 89
    FDNY Engine 89 is a New York City Fire Department engine company that provides fire protection and emergency response services to the Throggs Neck neighborhood in the Bronx.
  • D. FDNY Engine 163
    FDNY Engine 163 is a New York City Fire Department engine company serving the New Springville area of Staten Island.
  • E. FDNY Engine Company 97
    FDNY Engine Company 97 is a New York City Fire Department engine company that provides fire protection and emergency response services to the Morris Park neighborhood in the Bronx.
  • 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_69b34544be3c819084d1ab82d29f90c5 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3501c35688190a7d15d904f15f968 completed March 12, 2026, 11:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5b7b0b2ec819090ccf042917ae207 completed March 14, 2026, 7:32 p.m.
NEDg Description generation batch_69b5b8ac37c88190ad2c6a8358e17554 completed March 14, 2026, 7:36 p.m.
NED2 Entity disambiguation (via description) batch_69b5b92eec8c81908c114238af39450f completed March 14, 2026, 7:38 p.m.
Created at: March 12, 2026, 11:07 p.m.