Triple

T1016619
Position Surface form Disambiguated ID Type / Status
Subject Transportation Bureau (NYPD) E21943 entity
Predicate employer P7 FINISHED
Object NYPD police officers
NYPD police officers are sworn law enforcement personnel responsible for maintaining public safety, enforcing laws, and responding to emergencies throughout New York City.
E3068 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: NYPD police officers | Statement: [Transportation Bureau (NYPD), employer, NYPD police officers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NYPD police officers
Context triple: [Transportation Bureau (NYPD), employer, NYPD police officers]
  • A. NYPD detectives
    NYPD detectives are specialized law enforcement officers in New York City responsible for investigating crimes, gathering evidence, and building cases for prosecution.
  • B. New York City auxiliary police officers
    New York City auxiliary police officers are trained civilian volunteers who assist the NYPD with patrols, crowd control, and community policing while having limited law enforcement authority.
  • C. New York City Police Department
    The New York City Police Department is the primary law enforcement agency for New York City, responsible for policing its five boroughs and serving as one of the largest and most recognizable police forces in the world.
  • D. NYPD precinct commanders
    NYPD precinct commanders are the senior officers in charge of individual police precincts in New York City, overseeing all law enforcement operations, personnel, and community policing within their assigned geographic areas.
  • E. 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.
  • 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: NYPD police officers
Triple: [Transportation Bureau (NYPD), employer, NYPD police officers]
Generated description
NYPD police officers are sworn law enforcement personnel responsible for maintaining public safety, enforcing laws, and responding to emergencies throughout New York City.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NYPD police officers
Target entity description: NYPD police officers are sworn law enforcement personnel responsible for maintaining public safety, enforcing laws, and responding to emergencies throughout New York City.
  • A. NYPD detectives
    NYPD detectives are specialized law enforcement officers in New York City responsible for investigating crimes, gathering evidence, and building cases for prosecution.
  • B. New York City auxiliary police officers
    New York City auxiliary police officers are trained civilian volunteers who assist the NYPD with patrols, crowd control, and community policing while having limited law enforcement authority.
  • C. New York City Police Department chosen
    The New York City Police Department is the primary law enforcement agency for New York City, responsible for policing its five boroughs and serving as one of the largest and most recognizable police forces in the world.
  • D. NYPD precinct commanders
    NYPD precinct commanders are the senior officers in charge of individual police precincts in New York City, overseeing all law enforcement operations, personnel, and community policing within their assigned geographic areas.
  • E. 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.
  • 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_69a493c68e24819080ed0ee8bcfd5ce0 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b7c1e9d08190baf7e81f3777168d completed March 1, 2026, 10:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac4292482c81909bf39cd0bb288599 completed March 7, 2026, 3:21 p.m.
NEDg Description generation batch_69ac4340c7f88190a5fe3dc830bb6df0 completed March 7, 2026, 3:24 p.m.
NED2 Entity disambiguation (via description) batch_69ac43b393748190a5fa81b7ab7fa911 completed March 7, 2026, 3:26 p.m.
Created at: March 1, 2026, 7:41 p.m.