Triple

T1758598
Position Surface form Disambiguated ID Type / Status
Subject California Penal Code E38604 entity
Predicate enforcedBy P1115 FINISHED
Object California law enforcement agencies
California law enforcement agencies are the state, county, and local policing bodies in California responsible for upholding state laws, maintaining public safety, and conducting criminal investigations.
E196692 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 law enforcement agencies | Statement: [California Penal Code, enforcedBy, California law enforcement agencies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: California law enforcement agencies
Context triple: [California Penal Code, enforcedBy, California law enforcement agencies]
  • A. California Department of Justice
    The California Department of Justice is the state’s chief law enforcement and legal affairs agency, responsible for enforcing state laws, representing the state in legal matters, and overseeing various public safety and consumer protection functions.
  • B. California Highway Patrol
    The California Highway Patrol is a statewide law enforcement agency in California responsible for traffic safety, highway patrol, and providing assistance to local police departments.
  • C. 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.
  • D. California State Agencies
    California State Agencies are the various executive departments and offices that administer and enforce state laws, programs, and public services throughout California.
  • E. 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.
  • 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 law enforcement agencies
Triple: [California Penal Code, enforcedBy, California law enforcement agencies]
Generated description
California law enforcement agencies are the state, county, and local policing bodies in California responsible for upholding state laws, maintaining public safety, and conducting criminal investigations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: California law enforcement agencies
Target entity description: California law enforcement agencies are the state, county, and local policing bodies in California responsible for upholding state laws, maintaining public safety, and conducting criminal investigations.
  • A. California Department of Justice
    The California Department of Justice is the state’s chief law enforcement and legal affairs agency, responsible for enforcing state laws, representing the state in legal matters, and overseeing various public safety and consumer protection functions.
  • B. California Highway Patrol
    The California Highway Patrol is a statewide law enforcement agency in California responsible for traffic safety, highway patrol, and providing assistance to local police departments.
  • C. 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.
  • D. California State Agencies
    California State Agencies are the various executive departments and offices that administer and enforce state laws, programs, and public services throughout California.
  • E. 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.
  • 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_69a8862d562481908d7025a1c1f67c0d completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa643e3d7c8190b210edb73fcc68c0 completed March 6, 2026, 5:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada0ec80f48190bcdc92e5ed4e44e6 completed March 8, 2026, 4:16 p.m.
NEDg Description generation batch_69ada1e3587c8190bca329c68ff31c41 completed March 8, 2026, 4:20 p.m.
NED2 Entity disambiguation (via description) batch_69ada2977bfc8190ad028e17184fccaa completed March 8, 2026, 4:23 p.m.
Created at: March 4, 2026, 7:31 p.m.