Triple

T20548704
Position Surface form Disambiguated ID Type / Status
Subject Department for Infrastructure and Transport (South Australia) E504541 entity
Predicate partOf P40 FINISHED
Object South Australian public service — 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: South Australian public service | Statement: [Department for Infrastructure and Transport (South Australia), partOf, South Australian public service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: South Australian public service
Context triple: [Department for Infrastructure and Transport (South Australia), partOf, South Australian public service]
  • A. Government of South Australia
    The Government of South Australia is the state-level executive authority responsible for administering laws, public services, and policy in the Australian state of South Australia.
  • B. Australian Public Service
    The Australian Public Service is the federal civil service of Australia, responsible for implementing government policies and delivering public services across the country.
  • C. South Australian Department for Education
    The South Australian Department for Education is the state government agency responsible for overseeing public education and early childhood services across South Australia.
  • D. Australian Public Service Commission
    The Australian Public Service Commission is an independent Australian Government agency responsible for promoting leadership, integrity, capability, and good governance across the federal public service.
  • E. Executive Council of South Australia
    The Executive Council of South Australia is the formal body of ministers, presided over by the Governor, that provides official advice and approval for executive decisions of the South Australian government.
  • 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: South Australian public service
Target entity description: The South Australian public service is the collective body of government departments and agencies responsible for implementing policies, delivering public services, and supporting the administration of the state of South Australia.
  • A. Government of South Australia chosen
    The Government of South Australia is the state-level executive authority responsible for administering laws, public services, and policy in the Australian state of South Australia.
  • B. Australian Public Service
    The Australian Public Service is the federal civil service of Australia, responsible for implementing government policies and delivering public services across the country.
  • C. South Australian Department for Education
    The South Australian Department for Education is the state government agency responsible for overseeing public education and early childhood services across South Australia.
  • D. Australian Public Service Commission
    The Australian Public Service Commission is an independent Australian Government agency responsible for promoting leadership, integrity, capability, and good governance across the federal public service.
  • E. Executive Council of South Australia
    The Executive Council of South Australia is the formal body of ministers, presided over by the Governor, that provides official advice and approval for executive decisions of the South Australian government.
  • F. None of above.

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_69e0b4b52c048190952b4d0f430813a3 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a5d56060819090f0e2f2f9957982 completed April 20, 2026, 10:16 p.m.
Created at: April 16, 2026, 11:38 a.m.