Triple

T16763091
Position Surface form Disambiguated ID Type / Status
Subject California Proposition 64 E407392 entity
Predicate opposedBy P437 FINISHED
Object California Police Chiefs Association
The California Police Chiefs Association is a professional organization representing municipal police chiefs across California, often active in shaping state law enforcement policy and legislation.
E1232508 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: California Police Chiefs Association | Statement: [California Proposition 64, opposedBy, California Police Chiefs Association]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: California Police Chiefs Association
Context triple: [California Proposition 64, opposedBy, California Police Chiefs Association]
  • A. Los Angeles Board of Police Commissioners
    The Los Angeles Board of Police Commissioners is a civilian oversight body that sets policy, supervises leadership, and provides public accountability for the Los Angeles Police Department.
  • 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. Southern California Association of Governments
    The Southern California Association of Governments is a regional planning agency that coordinates transportation, housing, and land-use policy across multiple counties in Southern California.
  • D. 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.
  • E. International Association of Chiefs of Police
    The International Association of Chiefs of Police is a global professional organization that represents senior law enforcement leaders and works to advance policing standards, policy, and public safety worldwide.
  • 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: California Police Chiefs Association
Triple: [California Proposition 64, opposedBy, California Police Chiefs Association]
Generated description
The California Police Chiefs Association is a professional organization representing municipal police chiefs across California, often active in shaping state law enforcement policy and legislation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: California Police Chiefs Association
Target entity description: The California Police Chiefs Association is a professional organization representing municipal police chiefs across California, often active in shaping state law enforcement policy and legislation.
  • A. Los Angeles Board of Police Commissioners
    The Los Angeles Board of Police Commissioners is a civilian oversight body that sets policy, supervises leadership, and provides public accountability for the Los Angeles Police Department.
  • 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. Southern California Association of Governments
    The Southern California Association of Governments is a regional planning agency that coordinates transportation, housing, and land-use policy across multiple counties in Southern California.
  • D. 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.
  • E. International Association of Chiefs of Police
    The International Association of Chiefs of Police is a global professional organization that represents senior law enforcement leaders and works to advance policing standards, policy, and public safety worldwide.
  • 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_69d8839174188190909f190097207065 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3abee862c819086d9bf01e623a8ce completed April 18, 2026, 4:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00a52d077081908080c61da67e0032 completed May 10, 2026, 3:33 p.m.
NEDg Description generation batch_6a00a685753881908c3fef10823ce569 completed May 10, 2026, 3:38 p.m.
NED2 Entity disambiguation (via description) batch_6a00a7174f5c8190891ddd180c50aee3 completed May 10, 2026, 3:41 p.m.
Created at: April 10, 2026, 5:21 a.m.