Triple

T15664649
Position Surface form Disambiguated ID Type / Status
Subject LAPD Crisis Negotiation Team E377155 entity
Predicate cooperatesWith P435 FINISHED
Object LAPD Metropolitan Division
The LAPD Metropolitan Division is a specialized unit of the Los Angeles Police Department responsible for high-risk operations, including SWAT, crowd control, counterterrorism, and tactical support across the city.
E1178235 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: LAPD Metropolitan Division | Statement: [LAPD Crisis Negotiation Team, cooperatesWith, LAPD Metropolitan Division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: LAPD Metropolitan Division
Context triple: [LAPD Crisis Negotiation Team, cooperatesWith, LAPD Metropolitan Division]
  • A. LAPD patrol division
    The LAPD patrol division is the primary field operations branch of the Los Angeles Police Department responsible for uniformed officers who respond to calls for service, conduct routine patrols, and provide frontline law enforcement across the city.
  • B. Los Angeles Police Department
    The Los Angeles Police Department is the primary law enforcement agency for the city of Los Angeles, responsible for maintaining public safety, investigating crimes, and enforcing local and state laws.
  • C. San Angeles Police Department
    The San Angeles Police Department is the futuristic, highly regulated law enforcement agency featured in the sci-fi film "Demolition Man," responsible for maintaining order in the utopian city of San Angeles.
  • D. San Diego Police Department
    The San Diego Police Department is the primary law enforcement agency responsible for policing the city of San Diego, California.
  • E. Los Angeles County Sheriff's Department
    The Los Angeles County Sheriff's Department is the primary law enforcement agency serving Los Angeles County, California, responsible for policing unincorporated areas, operating county jails, and providing contract services to numerous cities.
  • 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: LAPD Metropolitan Division
Triple: [LAPD Crisis Negotiation Team, cooperatesWith, LAPD Metropolitan Division]
Generated description
The LAPD Metropolitan Division is a specialized unit of the Los Angeles Police Department responsible for high-risk operations, including SWAT, crowd control, counterterrorism, and tactical support across the city.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: LAPD Metropolitan Division
Target entity description: The LAPD Metropolitan Division is a specialized unit of the Los Angeles Police Department responsible for high-risk operations, including SWAT, crowd control, counterterrorism, and tactical support across the city.
  • A. LAPD patrol division
    The LAPD patrol division is the primary field operations branch of the Los Angeles Police Department responsible for uniformed officers who respond to calls for service, conduct routine patrols, and provide frontline law enforcement across the city.
  • B. Los Angeles Police Department
    The Los Angeles Police Department is the primary law enforcement agency for the city of Los Angeles, responsible for maintaining public safety, investigating crimes, and enforcing local and state laws.
  • C. San Angeles Police Department
    The San Angeles Police Department is the futuristic, highly regulated law enforcement agency featured in the sci-fi film "Demolition Man," responsible for maintaining order in the utopian city of San Angeles.
  • D. San Diego Police Department
    The San Diego Police Department is the primary law enforcement agency responsible for policing the city of San Diego, California.
  • E. Los Angeles County Sheriff's Department
    The Los Angeles County Sheriff's Department is the primary law enforcement agency serving Los Angeles County, California, responsible for policing unincorporated areas, operating county jails, and providing contract services to numerous cities.
  • 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_69d85cd2e28481909d4e975bee20872f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04f0f4df08190ad2c5d78e435d8eb completed April 16, 2026, 2:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff997e13e4819080a39f59172ab99c completed May 9, 2026, 8:30 p.m.
NEDg Description generation batch_69ff9a0fdf388190b2742e19f307c570 completed May 9, 2026, 8:33 p.m.
NED2 Entity disambiguation (via description) batch_69ff9a77d6d88190817158c30c56d70c completed May 9, 2026, 8:35 p.m.
Created at: April 10, 2026, 4:16 a.m.