Triple

T14827960
Position Surface form Disambiguated ID Type / Status
Subject Police Recruitment Branch E348623 entity
Predicate purpose P79 FINISHED
Object supporting staffing needs of New South Wales Police Force
Supporting staffing needs of New South Wales Police Force is the function of ensuring the recruitment, selection, and ongoing supply of suitable personnel to maintain the operational capacity of the NSW Police Force.
E1122210 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: supporting staffing needs of New South Wales Police Force | Statement: [Police Recruitment Branch, purpose, supporting staffing needs of New South Wales Police Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: supporting staffing needs of New South Wales Police Force
Context triple: [Police Recruitment Branch, purpose, supporting staffing needs of New South Wales Police Force]
  • A. New South Wales Police Force
    The New South Wales Police Force is the primary law enforcement agency responsible for policing and public safety across the Australian state of New South Wales.
  • B. New South Wales Department of Communities and Justice
    The New South Wales Department of Communities and Justice is a key government agency in the Australian state of New South Wales responsible for justice services, community support, and the oversight of law enforcement and legal systems.
  • C. Queensland Police Service
    The Queensland Police Service is the primary law enforcement agency responsible for policing and public safety across the Australian state of Queensland.
  • D. Industrial Relations Commission of New South Wales
    The Industrial Relations Commission of New South Wales is a specialist tribunal that deals with workplace relations, industrial disputes, and employment conditions within New South Wales, Australia.
  • E. Gold Coast Police Force
    The Gold Coast Police Force was the colonial-era law enforcement body established under British rule in the Gold Coast, which later evolved into the modern Ghana Police Service.
  • 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: supporting staffing needs of New South Wales Police Force
Triple: [Police Recruitment Branch, purpose, supporting staffing needs of New South Wales Police Force]
Generated description
Supporting staffing needs of New South Wales Police Force is the function of ensuring the recruitment, selection, and ongoing supply of suitable personnel to maintain the operational capacity of the NSW Police Force.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: supporting staffing needs of New South Wales Police Force
Target entity description: Supporting staffing needs of New South Wales Police Force is the function of ensuring the recruitment, selection, and ongoing supply of suitable personnel to maintain the operational capacity of the NSW Police Force.
  • A. New South Wales Police Force
    The New South Wales Police Force is the primary law enforcement agency responsible for policing and public safety across the Australian state of New South Wales.
  • B. New South Wales Department of Communities and Justice
    The New South Wales Department of Communities and Justice is a key government agency in the Australian state of New South Wales responsible for justice services, community support, and the oversight of law enforcement and legal systems.
  • C. Queensland Police Service
    The Queensland Police Service is the primary law enforcement agency responsible for policing and public safety across the Australian state of Queensland.
  • D. Industrial Relations Commission of New South Wales
    The Industrial Relations Commission of New South Wales is a specialist tribunal that deals with workplace relations, industrial disputes, and employment conditions within New South Wales, Australia.
  • E. Gold Coast Police Force
    The Gold Coast Police Force was the colonial-era law enforcement body established under British rule in the Gold Coast, which later evolved into the modern Ghana Police Service.
  • 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_69d822eb8f588190bf53445e730a934f completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded0737d4c8190a49bf6b013da208c completed April 14, 2026, 11:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe38a16fd881909d246d8d1811a673 completed May 8, 2026, 7:25 p.m.
NEDg Description generation batch_69fe502938dc8190892373403077cfdd completed May 8, 2026, 9:05 p.m.
NED2 Entity disambiguation (via description) batch_69fe509a02c08190bd2171b16584cd64 completed May 8, 2026, 9:07 p.m.
Created at: April 10, 2026, 1:51 a.m.