Triple

T14010897
Position Surface form Disambiguated ID Type / Status
Subject East Elmhurst E337074 entity
Predicate fireService P3910 FINISHED
Object FDNY Ladder Company 154
FDNY Ladder Company 154 is a New York City Fire Department ladder company serving the East Elmhurst area of Queens, specializing in rescue, ventilation, and access operations at fire and emergency scenes.
 E1073919 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 Ladder Company 154 | Statement: [East Elmhurst, fireService, FDNY Ladder Company 154]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: FDNY Ladder Company 154
Context triple: [East Elmhurst, fireService, FDNY Ladder Company 154]
  • A. FDNY Ladder Company 158
    FDNY Ladder Company 158 is a New York City Fire Department ladder company that provides firefighting and rescue services to the Rosedale neighborhood in Queens.
  • B. FDNY Ladder Company 54
    FDNY Ladder Company 54 is a New York City Fire Department ladder company that provides firefighting and rescue services to the Soundview neighborhood of the Bronx.
  • C. FDNY Ladder Company 144
    FDNY Ladder Company 144 is a New York City Fire Department ladder company that provides firefighting and rescue services to the Whitestone neighborhood of Queens.
  • D. FDNY Ladder Company 142
    FDNY Ladder Company 142 is a New York City Fire Department ladder company that provides firefighting and rescue services to the Woodhaven neighborhood in Queens.
  • E. FDNY Ladder Company 164
    FDNY Ladder Company 164 is a New York City Fire Department ladder company that provides firefighting and rescue services to the Douglaston–Little Neck area of Queens.
  • 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 Ladder Company 154
Triple: [East Elmhurst, fireService, FDNY Ladder Company 154]
Generated description
FDNY Ladder Company 154 is a New York City Fire Department ladder company serving the East Elmhurst area of Queens, specializing in rescue, ventilation, and access operations at fire and emergency scenes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: FDNY Ladder Company 154
Target entity description: FDNY Ladder Company 154 is a New York City Fire Department ladder company serving the East Elmhurst area of Queens, specializing in rescue, ventilation, and access operations at fire and emergency scenes.
  • A. FDNY Ladder Company 158
    FDNY Ladder Company 158 is a New York City Fire Department ladder company that provides firefighting and rescue services to the Rosedale neighborhood in Queens.
  • B. FDNY Ladder Company 54
    FDNY Ladder Company 54 is a New York City Fire Department ladder company that provides firefighting and rescue services to the Soundview neighborhood of the Bronx.
  • C. FDNY Ladder Company 144
    FDNY Ladder Company 144 is a New York City Fire Department ladder company that provides firefighting and rescue services to the Whitestone neighborhood of Queens.
  • D. FDNY Ladder Company 142
    FDNY Ladder Company 142 is a New York City Fire Department ladder company that provides firefighting and rescue services to the Woodhaven neighborhood in Queens.
  • E. FDNY Ladder Company 164
    FDNY Ladder Company 164 is a New York City Fire Department ladder company that provides firefighting and rescue services to the Douglaston–Little Neck area of Queens.
  • 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_69d81c645c5c8190b1fd16a285a1b78a completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2ed5cfd0819085b9c860b119a9de completed April 14, 2026, 12:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbaca7bbd88190a377d3b74f3d6224 completed May 6, 2026, 9:03 p.m.
NEDg Description generation batch_69fbae6691b48190a0affc662cbb2d4e completed May 6, 2026, 9:11 p.m.
NED2 Entity disambiguation (via description) batch_69fbaf702c94819095347e2599ae9931 completed May 6, 2026, 9:15 p.m.
Created at: April 9, 2026, 10:19 p.m.