Triple

T14453103
Position Surface form Disambiguated ID Type / Status
Subject Technical and Further Education in Australia E358386 entity
Predicate regulatedBy P86 FINISHED
Object Australian Skills Quality Authority E573130 NE FINISHED

How this triple was built (2 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: Australian Skills Quality Authority | Statement: [Technical and Further Education in Australia, regulatedBy, Australian Skills Quality Authority]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Australian Skills Quality Authority
Context triple: [Technical and Further Education in Australia, regulatedBy, Australian Skills Quality Authority]
  • A. Australian Skills Quality Authority chosen
    The Australian Skills Quality Authority is the national regulator responsible for overseeing and ensuring the quality of vocational education and training providers across Australia.
  • B. Australian Qualifications Framework
    The Australian Qualifications Framework is the national policy that standardizes and regulates qualifications across Australia’s education and training sectors, including schools, vocational education, and higher education.
  • C. South African Qualifications Authority
    The South African Qualifications Authority is a statutory body responsible for overseeing the development, implementation, and quality assurance of the National Qualifications Framework in South Africa.
  • D. New Zealand Qualifications Authority
    The New Zealand Qualifications Authority is the government agency responsible for overseeing and regulating the national qualifications framework and ensuring the quality and standards of education and assessment in New Zealand.
  • E. Quality Council for Trades and Occupations
    The Quality Council for Trades and Occupations is a South African statutory body responsible for developing, maintaining, and quality-assuring occupational qualifications and standards for trades and occupations.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d82794dfa081909b9134ad2e32244b completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de91a8bf088190abf5fd4f646b8c62 completed April 14, 2026, 7:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd5be1f06c8190ac871c3a423d4a1a completed May 8, 2026, 3:43 a.m.
Created at: April 10, 2026, 1:19 a.m.