Triple

T21819100
Position Surface form Disambiguated ID Type / Status
Subject Department of the Prime Minister and Cabinet (Australia) E538675 entity
Predicate ministerResponsible P24005 FINISHED
Object Minister for the Public Service (Australia) — NE NERFINISHED

How this triple was built (3 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: Minister for the Public Service (Australia) | Statement: [Department of the Prime Minister and Cabinet (Australia), ministerResponsible, Minister for the Public Service (Australia)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Minister for the Public Service (Australia)
Context triple: [Department of the Prime Minister and Cabinet (Australia), ministerResponsible, Minister for the Public Service (Australia)]
  • A. Minister for the Civil Service
    The Minister for the Civil Service is a senior UK government role, traditionally held by the Prime Minister, responsible for overseeing the administration and management of the British Civil Service.
  • B. Australian Public Service Commissioner
    The Australian Public Service Commissioner is the independent statutory officeholder responsible for promoting integrity, capability, and good governance across the Australian federal public service.
  • C. Minister of Public Services and Procurement
    The Minister of Public Services and Procurement is a Canadian federal cabinet position responsible for overseeing government procurement, real property, and key administrative and support services for federal departments and agencies.
  • D. Minister for Education and Science (Australia)
    The Minister for Education and Science (Australia) was a federal government portfolio responsible for overseeing national education policy and scientific research initiatives in Australia.
  • E. Minister for Health and Ageing (Australia)
    The Minister for Health and Ageing (Australia) is a senior Australian government cabinet position responsible for overseeing national health policy, public hospitals, Medicare, and services for older Australians.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Minister for the Public Service (Australia)
Target entity description: The Minister for the Public Service (Australia) is a senior Australian government minister responsible for overseeing the federal public service, including its governance, workforce policy, and administrative reforms.
  • A. Minister for the Civil Service
    The Minister for the Civil Service is a senior UK government role, traditionally held by the Prime Minister, responsible for overseeing the administration and management of the British Civil Service.
  • B. Australian Public Service Commissioner
    The Australian Public Service Commissioner is the independent statutory officeholder responsible for promoting integrity, capability, and good governance across the Australian federal public service.
  • C. Minister of Public Services and Procurement
    The Minister of Public Services and Procurement is a Canadian federal cabinet position responsible for overseeing government procurement, real property, and key administrative and support services for federal departments and agencies.
  • D. Minister for Education and Science (Australia)
    The Minister for Education and Science (Australia) was a federal government portfolio responsible for overseeing national education policy and scientific research initiatives in Australia.
  • E. Minister for Health and Ageing (Australia)
    The Minister for Health and Ageing (Australia) is a senior Australian government cabinet position responsible for overseeing national health policy, public hospitals, Medicare, and services for older Australians.
  • F. None of above. chosen

Provenance (2 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_69e0c475038c8190abb9b1a20eb8ff50 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f07ccd0d908190a43af4fcc7d6ca03 completed April 28, 2026, 9:24 a.m.
Created at: April 16, 2026, 6:54 p.m.