Triple

T3634221
Position Surface form Disambiguated ID Type / Status
Subject SWAT (LAPD) E77027 entity
Predicate worksWith P398 FINISHED
Object LAPD Crisis Negotiation Team
The LAPD Crisis Negotiation Team is a specialized police unit trained to defuse high-risk incidents through communication and negotiation, often working alongside tactical teams to resolve situations peacefully.
E377155 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 Crisis Negotiation Team | Statement: [SWAT (LAPD), worksWith, LAPD Crisis Negotiation Team]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: LAPD Crisis Negotiation Team
Context triple: [SWAT (LAPD), worksWith, LAPD Crisis Negotiation Team]
  • A. LAPD Crime Suppression Platoons
    The LAPD Crime Suppression Platoons are specialized tactical units within the Los Angeles Police Department focused on high-intensity crime reduction operations and rapid response in high-risk areas.
  • B. LAPD Mounted Platoon
    The LAPD Mounted Platoon is a specialized Los Angeles Police Department unit that uses officers on horseback for crowd control, patrol, and high-visibility policing at major events and in difficult-to-access areas.
  • C. 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.
  • D. Rampart Division anti-gang unit
    The Rampart Division anti-gang unit was an elite Los Angeles Police Department squad later notorious for widespread corruption, brutality, and evidence tampering exposed during the Rampart scandal.
  • 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 Crisis Negotiation Team
Triple: [SWAT (LAPD), worksWith, LAPD Crisis Negotiation Team]
Generated description
The LAPD Crisis Negotiation Team is a specialized police unit trained to defuse high-risk incidents through communication and negotiation, often working alongside tactical teams to resolve situations peacefully.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: LAPD Crisis Negotiation Team
Target entity description: The LAPD Crisis Negotiation Team is a specialized police unit trained to defuse high-risk incidents through communication and negotiation, often working alongside tactical teams to resolve situations peacefully.
  • A. LAPD Crime Suppression Platoons
    The LAPD Crime Suppression Platoons are specialized tactical units within the Los Angeles Police Department focused on high-intensity crime reduction operations and rapid response in high-risk areas.
  • B. LAPD Mounted Platoon
    The LAPD Mounted Platoon is a specialized Los Angeles Police Department unit that uses officers on horseback for crowd control, patrol, and high-visibility policing at major events and in difficult-to-access areas.
  • C. 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.
  • D. Rampart Division anti-gang unit
    The Rampart Division anti-gang unit was an elite Los Angeles Police Department squad later notorious for widespread corruption, brutality, and evidence tampering exposed during the Rampart scandal.
  • 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_69ad85dd0be48190b738990cb20c4731 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc30594588190856694d4222c90d8 completed March 8, 2026, 6:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b488320c58819088f8cc677f675ec3 completed March 13, 2026, 9:57 p.m.
NEDg Description generation batch_69b48bc45f4c8190a9077c430e7eb324 completed March 13, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69b4a42c67848190956660cd64e5b8e0 completed March 13, 2026, 11:56 p.m.
Created at: March 8, 2026, 3:24 p.m.