Triple

T8080549
Position Surface form Disambiguated ID Type / Status
Subject South African Police Service E188601 entity
Predicate hasUnit P35 FINISHED
Object Public Order Policing
Public Order Policing is a specialized unit responsible for managing crowds, protests, and large public events to prevent and respond to unrest while maintaining public safety and order.
E710556 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: Public Order Policing | Statement: [South African Police Service, hasUnit, Public Order Policing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Order Policing
Context triple: [South African Police Service, hasUnit, Public Order Policing]
  • A. Public Order Unit
    The Public Order Unit is a specialized division of the City of London Police responsible for managing large-scale events, protests, and incidents that pose risks to public safety and order.
  • B. Police Law
    Police Law is a Japanese statute that defines the organization, authority, and operation of the country’s police system.
  • C. Public Security Police
    The Public Security Police is Portugal’s national civil law enforcement agency responsible for maintaining public order, preventing crime, and ensuring citizen safety in urban areas.
  • D. Public Order and Riot Squad
    The Public Order and Riot Squad is a specialist tactical unit of the New South Wales Police Force responsible for managing large-scale public disorder, riots, and high-risk crowd control operations.
  • E. Public Security Sector
    The Public Security Sector is a major division of Egypt’s internal security apparatus responsible for maintaining public order, combating crime, and overseeing general law enforcement operations nationwide.
  • 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: Public Order Policing
Triple: [South African Police Service, hasUnit, Public Order Policing]
Generated description
Public Order Policing is a specialized unit responsible for managing crowds, protests, and large public events to prevent and respond to unrest while maintaining public safety and order.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Order Policing
Target entity description: Public Order Policing is a specialized unit responsible for managing crowds, protests, and large public events to prevent and respond to unrest while maintaining public safety and order.
  • A. Public Order Unit
    The Public Order Unit is a specialized division of the City of London Police responsible for managing large-scale events, protests, and incidents that pose risks to public safety and order.
  • B. Police Law
    Police Law is a Japanese statute that defines the organization, authority, and operation of the country’s police system.
  • C. Public Security Police
    The Public Security Police is Portugal’s national civil law enforcement agency responsible for maintaining public order, preventing crime, and ensuring citizen safety in urban areas.
  • D. Public Order and Riot Squad
    The Public Order and Riot Squad is a specialist tactical unit of the New South Wales Police Force responsible for managing large-scale public disorder, riots, and high-risk crowd control operations.
  • E. Public Security Sector
    The Public Security Sector is a major division of Egypt’s internal security apparatus responsible for maintaining public order, combating crime, and overseeing general law enforcement operations nationwide.
  • 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_69ca82b662e88190b9323daab8c28a21 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb40a504d48190ace96e814d99b182 completed March 31, 2026, 3:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc63f79ac08190af49e77bee67921d completed April 1, 2026, 12:16 a.m.
NEDg Description generation batch_69cc651d340c819089306bac7110f57a completed April 1, 2026, 12:21 a.m.
NED2 Entity disambiguation (via description) batch_69cc666ecc04819092ee4cc035dde627 completed April 1, 2026, 12:27 a.m.
Created at: March 30, 2026, 5:28 p.m.