Triple

T19800949
Position Surface form Disambiguated ID Type / Status
Subject Kensington, Brooklyn E475671 entity
Predicate fireService P3910 FINISHED
Object FDNY Engine 240/Ladder 110
FDNY Engine 240/Ladder 110 is a New York City Fire Department company based in Brooklyn that provides firefighting and emergency response services to the Kensington neighborhood and surrounding areas.
 E1395089 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 240/Ladder 110 | Statement: [Kensington, Brooklyn, fireService, FDNY Engine 240/Ladder 110]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: FDNY Engine 240/Ladder 110
Context triple: [Kensington, Brooklyn, fireService, FDNY Engine 240/Ladder 110]
  • A. FDNY Engine 28/Ladder 11
    FDNY Engine 28/Ladder 11 is a New York City Fire Department company based in Manhattan’s Alphabet City that provides fire protection and emergency response services to the surrounding neighborhood.
  • B. FDNY Engine 246/Ladder 169
    FDNY Engine 246/Ladder 169 is a New York City Fire Department company that provides firefighting and emergency response services to the Gravesend neighborhood of Brooklyn.
  • C. FDNY Engine 268/Ladder 137
    FDNY Engine 268/Ladder 137 is a New York City Fire Department company that provides firefighting and emergency response services to the Belle Harbor neighborhood in Queens.
  • D. FDNY Engine 289/Ladder 138
    FDNY Engine 289/Ladder 138 is a New York City Fire Department company based in Elmhurst, Queens, responsible for firefighting and emergency response in its surrounding community.
  • E. FDNY Engine 287/Ladder 136/Battalion 46
    FDNY Engine 287/Ladder 136/Battalion 46 is a New York City Fire Department company based in Elmhurst, Queens, responsible for firefighting and emergency response in its surrounding community.
  • 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 240/Ladder 110
Triple: [Kensington, Brooklyn, fireService, FDNY Engine 240/Ladder 110]
Generated description
FDNY Engine 240/Ladder 110 is a New York City Fire Department company based in Brooklyn that provides firefighting and emergency response services to the Kensington neighborhood and surrounding areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: FDNY Engine 240/Ladder 110
Target entity description: FDNY Engine 240/Ladder 110 is a New York City Fire Department company based in Brooklyn that provides firefighting and emergency response services to the Kensington neighborhood and surrounding areas.
  • A. FDNY Engine 28/Ladder 11
    FDNY Engine 28/Ladder 11 is a New York City Fire Department company based in Manhattan’s Alphabet City that provides fire protection and emergency response services to the surrounding neighborhood.
  • B. FDNY Engine 246/Ladder 169
    FDNY Engine 246/Ladder 169 is a New York City Fire Department company that provides firefighting and emergency response services to the Gravesend neighborhood of Brooklyn.
  • C. FDNY Engine 268/Ladder 137
    FDNY Engine 268/Ladder 137 is a New York City Fire Department company that provides firefighting and emergency response services to the Belle Harbor neighborhood in Queens.
  • D. FDNY Engine 289/Ladder 138
    FDNY Engine 289/Ladder 138 is a New York City Fire Department company based in Elmhurst, Queens, responsible for firefighting and emergency response in its surrounding community.
  • E. FDNY Engine 287/Ladder 136/Battalion 46
    FDNY Engine 287/Ladder 136/Battalion 46 is a New York City Fire Department company based in Elmhurst, Queens, responsible for firefighting and emergency response in its surrounding community.
  • 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_69d8e51bc4208190a1c57d8c5d1b15e4 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e653cc995c81908e4ca85b0639d541 completed April 20, 2026, 4:26 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07c5088834819086f4b8ac1e33401b completed May 16, 2026, 1:14 a.m.
NEDg Description generation batch_6a07c5f5a2808190bab75011262f86e6 completed May 16, 2026, 1:18 a.m.
NED2 Entity disambiguation (via description) batch_6a07c6745828819085ea6103a723380a completed May 16, 2026, 1:20 a.m.
Created at: April 10, 2026, 1:49 p.m.