Triple

T1574195
Position Surface form Disambiguated ID Type / Status
Subject FDNY E33609 entity
Predicate subOrganization P254 FINISHED
Object FDNY Bureau of Training
The FDNY Bureau of Training is the division of the New York City Fire Department responsible for educating, preparing, and continuously training firefighters and emergency personnel.
E33609 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 Bureau of Training | Statement: [FDNY, subOrganization, FDNY Bureau of Training]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FDNY Bureau of Training
Context triple: [FDNY, subOrganization, FDNY Bureau of Training]
  • 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. New York State Fire Academy
    The New York State Fire Academy is the state’s primary training institution for firefighters and emergency responders, providing education, certification, and professional development in fire and life safety.
  • C. NYPD Operations Bureau
    The NYPD Operations Bureau is a major command within the New York City Police Department responsible for overseeing key investigative and operational units, including the Detective Bureau.
  • D. 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.
  • E. FDNY Engine 163
    FDNY Engine 163 is a New York City Fire Department engine company serving the New Springville area of Staten Island.
  • 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 Bureau of Training
Triple: [FDNY, subOrganization, FDNY Bureau of Training]
Generated description
The FDNY Bureau of Training is the division of the New York City Fire Department responsible for educating, preparing, and continuously training firefighters and emergency personnel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FDNY Bureau of Training
Target entity description: The FDNY Bureau of Training is the division of the New York City Fire Department responsible for educating, preparing, and continuously training firefighters and emergency personnel.
  • A. FDNY chosen
    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. New York State Fire Academy
    The New York State Fire Academy is the state’s primary training institution for firefighters and emergency responders, providing education, certification, and professional development in fire and life safety.
  • C. NYPD Operations Bureau
    The NYPD Operations Bureau is a major command within the New York City Police Department responsible for overseeing key investigative and operational units, including the Detective Bureau.
  • D. 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.
  • E. FDNY Engine 163
    FDNY Engine 163 is a New York City Fire Department engine company serving the New Springville area of Staten Island.
  • F. None of above.

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_69a885f27a4c8190a4622252cdf54c00 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a908bcd87881908b911314a30dd327 completed March 5, 2026, 4:38 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad4028bc5881909dbe847229dd63bb completed March 8, 2026, 9:23 a.m.
NEDg Description generation batch_69ad41930d208190b34531e3f35fa58b completed March 8, 2026, 9:29 a.m.
NED2 Entity disambiguation (via description) batch_69ad422752348190b42ebc3781a6e8a5 completed March 8, 2026, 9:32 a.m.
Created at: March 4, 2026, 7:27 p.m.