Triple

T15613467
Position Surface form Disambiguated ID Type / Status
Subject Commander (LAPD rank) E375354 entity
Predicate associatedWith P37 FINISHED
Object LAPD strategic operations
LAPD strategic operations is a specialized division of the Los Angeles Police Department responsible for planning and overseeing complex, high-risk, and citywide tactical and emergency responses.
 E1166107 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 strategic operations | Statement: [Commander (LAPD rank), associatedWith, LAPD strategic operations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: LAPD strategic operations
Context triple: [Commander (LAPD rank), associatedWith, LAPD strategic operations]
  • 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 E-Platoon
    LAPD E-Platoon is a specialized unit within the Los Angeles Police Department’s Metropolitan Division, primarily responsible for crowd control, tactical support, and handling major public disorder incidents.
  • C. LAPD SWAT
    LAPD SWAT is the specialized tactical unit of the Los Angeles Police Department trained and equipped to handle high-risk operations such as armed standoffs, hostage rescues, and heavily armed confrontations.
  • D. 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.
  • E. LAPD robbery-homicide investigation team
    The LAPD robbery-homicide investigation team is a specialized Los Angeles Police Department unit that handles the city’s most complex and high-profile robbery and homicide cases.
  • 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 strategic operations
Triple: [Commander (LAPD rank), associatedWith, LAPD strategic operations]
Generated description
LAPD strategic operations is a specialized division of the Los Angeles Police Department responsible for planning and overseeing complex, high-risk, and citywide tactical and emergency responses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: LAPD strategic operations
Target entity description: LAPD strategic operations is a specialized division of the Los Angeles Police Department responsible for planning and overseeing complex, high-risk, and citywide tactical and emergency responses.
  • 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 E-Platoon
    LAPD E-Platoon is a specialized unit within the Los Angeles Police Department’s Metropolitan Division, primarily responsible for crowd control, tactical support, and handling major public disorder incidents.
  • C. LAPD SWAT
    LAPD SWAT is the specialized tactical unit of the Los Angeles Police Department trained and equipped to handle high-risk operations such as armed standoffs, hostage rescues, and heavily armed confrontations.
  • D. 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.
  • E. LAPD robbery-homicide investigation team
    The LAPD robbery-homicide investigation team is a specialized Los Angeles Police Department unit that handles the city’s most complex and high-profile robbery and homicide cases.
  • 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_69d85ccf2794819096cda4cbcb02d478 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e83407c8190abbcd4b7fab0ff85 completed April 16, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff56d91f208190a11f0d208970145b completed May 9, 2026, 3:46 p.m.
NEDg Description generation batch_69ff57f1b5488190a3200ec3707b0eee completed May 9, 2026, 3:51 p.m.
NED2 Entity disambiguation (via description) batch_69ff585cff9081908e7ce481cc653167 completed May 9, 2026, 3:53 p.m.
Created at: April 10, 2026, 4:13 a.m.