Triple

T1574203
Position Surface form Disambiguated ID Type / Status
Subject FDNY E33609 entity
Predicate hasDivision P35 FINISHED
Object FDNY Training Academy
The FDNY Training Academy is the primary facility where New York City firefighters and fire officers receive their initial and ongoing professional training in firefighting, rescue, and emergency response.
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 Training Academy | Statement: [FDNY, hasDivision, FDNY Training Academy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FDNY Training Academy
Context triple: [FDNY, hasDivision, FDNY Training Academy]
  • 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 Academy
    The NYPD Academy is the primary training institution for New York City Police Department recruits, providing instruction in law enforcement tactics, legal standards, and community policing.
  • 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. New York State Police Academy
    The New York State Police Academy is the primary training institution where recruits and officers of the New York State Police receive law enforcement education, physical preparation, and professional development.
  • 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 Training Academy
Triple: [FDNY, hasDivision, FDNY Training Academy]
Generated description
The FDNY Training Academy is the primary facility where New York City firefighters and fire officers receive their initial and ongoing professional training in firefighting, rescue, and emergency response.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FDNY Training Academy
Target entity description: The FDNY Training Academy is the primary facility where New York City firefighters and fire officers receive their initial and ongoing professional training in firefighting, rescue, and emergency response.
  • 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 Academy
    The NYPD Academy is the primary training institution for New York City Police Department recruits, providing instruction in law enforcement tactics, legal standards, and community policing.
  • 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. New York State Police Academy
    The New York State Police Academy is the primary training institution where recruits and officers of the New York State Police receive law enforcement education, physical preparation, and professional development.
  • 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_69ad4696c34c8190826bc6ab4dad7c01 completed March 8, 2026, 9:51 a.m.
NEDg Description generation batch_69ad4861ffc48190bf77fc8036923e38 completed March 8, 2026, 9:58 a.m.
NED2 Entity disambiguation (via description) batch_69ad48b05a2881909459504f8fa0ec0c completed March 8, 2026, 10 a.m.
Created at: March 4, 2026, 7:27 p.m.