Triple

T13099136
Position Surface form Disambiguated ID Type / Status
Subject Brooklyn, Ohio E310670 entity
Predicate fireProtection P8978 FINISHED
Object Brooklyn Fire Department
The Brooklyn Fire Department is the municipal agency responsible for providing fire suppression, emergency medical services, and rescue operations for the city of Brooklyn, Ohio.
E1020223 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: Brooklyn Fire Department | Statement: [Brooklyn, Ohio, fireProtection, Brooklyn Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brooklyn Fire Department
Context triple: [Brooklyn, Ohio, fireProtection, Brooklyn Fire Department]
  • A. 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.
  • B. FDNY Battalion 15
    FDNY Battalion 15 is a New York City Fire Department command unit responsible for overseeing firefighting and emergency response operations in and around the Woodlawn area of the Bronx.
  • C. 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.
  • D. FDNY Engine Company 314
    FDNY Engine Company 314 is a New York City Fire Department engine company that provides firefighting and emergency response services to the Rosedale neighborhood in Queens.
  • E. Valley Stream Fire Department
    The Valley Stream Fire Department is a volunteer fire and emergency response organization serving the community of Valley Stream in Nassau County, 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: Brooklyn Fire Department
Triple: [Brooklyn, Ohio, fireProtection, Brooklyn Fire Department]
Generated description
The Brooklyn Fire Department is the municipal agency responsible for providing fire suppression, emergency medical services, and rescue operations for the city of Brooklyn, Ohio.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brooklyn Fire Department
Target entity description: The Brooklyn Fire Department is the municipal agency responsible for providing fire suppression, emergency medical services, and rescue operations for the city of Brooklyn, Ohio.
  • A. 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.
  • B. FDNY Battalion 15
    FDNY Battalion 15 is a New York City Fire Department command unit responsible for overseeing firefighting and emergency response operations in and around the Woodlawn area of the Bronx.
  • C. 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.
  • D. FDNY Engine Company 314
    FDNY Engine Company 314 is a New York City Fire Department engine company that provides firefighting and emergency response services to the Rosedale neighborhood in Queens.
  • E. Valley Stream Fire Department
    The Valley Stream Fire Department is a volunteer fire and emergency response organization serving the community of Valley Stream in Nassau County, 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_69d806a872d08190a329806f8ff30df4 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d981500d34819097037b3c3c33627b completed April 10, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6d61bcfe88190866b4330d1669602 completed May 3, 2026, 4:59 a.m.
NEDg Description generation batch_69f6d98988308190b82c7e7a15428af2 completed May 3, 2026, 5:13 a.m.
NED2 Entity disambiguation (via description) batch_69f6da5b7098819092feb7064d5e7755 completed May 3, 2026, 5:17 a.m.
Created at: April 9, 2026, 9:04 p.m.