Triple

T2267546
Position Surface form Disambiguated ID Type / Status
Subject Marble Hill E50181 entity
Predicate fireService P3910 FINISHED
Object FDNY Engine 81 / Ladder 46
FDNY Engine 81 / Ladder 46 is a New York City Fire Department company that provides fire protection and emergency response services to the Marble Hill area of Manhattan.
E250714 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 81 / Ladder 46 | Statement: [Marble Hill, fireService, FDNY Engine 81 / Ladder 46]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FDNY Engine 81 / Ladder 46
Context triple: [Marble Hill, fireService, FDNY Engine 81 / Ladder 46]
  • A. FDNY Engine 163
    FDNY Engine 163 is a New York City Fire Department engine company serving the New Springville area of Staten Island.
  • B. FDNY
    FDNY (Fire Department of the City of New York) is the municipal fire and emergency services department responsible for fire protection, rescue operations, and emergency medical response across New York City.
  • C. FDNY Training Academy on Randall's Island
    The FDNY Training Academy on Randall's Island is the primary facility where New York City firefighters and emergency personnel receive comprehensive instruction and hands-on preparation for fire suppression, rescue operations, and related public safety duties.
  • D. Boston Fire Department
    The Boston Fire Department is the municipal fire and rescue agency responsible for fire protection, emergency response, and related public safety services throughout the city of Boston, Massachusetts.
  • E. Armonk Fire Department
    The Armonk Fire Department is a local volunteer emergency response organization providing fire protection and rescue services to the Armonk community in New York.
  • 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 81 / Ladder 46
Triple: [Marble Hill, fireService, FDNY Engine 81 / Ladder 46]
Generated description
FDNY Engine 81 / Ladder 46 is a New York City Fire Department company that provides fire protection and emergency response services to the Marble Hill area of Manhattan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FDNY Engine 81 / Ladder 46
Target entity description: FDNY Engine 81 / Ladder 46 is a New York City Fire Department company that provides fire protection and emergency response services to the Marble Hill area of Manhattan.
  • A. FDNY Engine 163
    FDNY Engine 163 is a New York City Fire Department engine company serving the New Springville area of Staten Island.
  • B. FDNY
    FDNY (Fire Department of the City of New York) is the municipal fire and emergency services department responsible for fire protection, rescue operations, and emergency medical response across New York City.
  • C. FDNY Training Academy on Randall's Island
    The FDNY Training Academy on Randall's Island is the primary facility where New York City firefighters and emergency personnel receive comprehensive instruction and hands-on preparation for fire suppression, rescue operations, and related public safety duties.
  • D. Boston Fire Department
    The Boston Fire Department is the municipal fire and rescue agency responsible for fire protection, emergency response, and related public safety services throughout the city of Boston, Massachusetts.
  • E. Armonk Fire Department
    The Armonk Fire Department is a local volunteer emergency response organization providing fire protection and rescue services to the Armonk community in New York.
  • 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_69a88b01e0048190ba96431b5f990ba9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc1bbb49c8190822c7d809375e879 completed March 7, 2026, 6:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71d492a48190be58396831e87ea0 completed March 9, 2026, 7:08 a.m.
NEDg Description generation batch_69ae72bdc5dc81908f475353999161e4 completed March 9, 2026, 7:11 a.m.
NED2 Entity disambiguation (via description) batch_69ae76720e3c8190aeb82dd8779ff715 completed March 9, 2026, 7:27 a.m.
Created at: March 4, 2026, 7:48 p.m.