Triple

T23019843
Position Surface form Disambiguated ID Type / Status
Subject Australian Skills Quality Authority E573130 entity
Predicate implementsStandard P1587 FINISHED
Object National Vocational Education and Training Regulator Act 2011 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: National Vocational Education and Training Regulator Act 2011 | Statement: [Australian Skills Quality Authority, implementsStandard, National Vocational Education and Training Regulator Act 2011]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Vocational Education and Training Regulator Act 2011
Context triple: [Australian Skills Quality Authority, implementsStandard, National Vocational Education and Training Regulator Act 2011]
  • A. Queensland vocational education and training framework
    The Queensland vocational education and training framework is the state’s regulatory and policy system that oversees the delivery, quality, and accreditation of vocational education and training providers in Queensland.
  • B. Industry Training and Apprenticeships Act 1992
    The Industry Training and Apprenticeships Act 1992 was a New Zealand law that established the framework for industry-based vocational education and apprenticeship training prior to its replacement by the Education and Training Act 2020.
  • C. Victorian Qualifications Framework
    The Victorian Qualifications Framework is a structured system that defines and standardises education and training qualifications across the state of Victoria, Australia.
  • D. Education and Training Act 2020
    The Education and Training Act 2020 is New Zealand’s primary education law that consolidates and modernises the legal framework governing early childhood, primary, secondary, and tertiary education.
  • E. Further Education and Training Act 2007
    The Further Education and Training Act 2007 is a UK law that reformed the further education sector, strengthening regulation, governance, and the provision of post-16 education and training.
  • 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: National Vocational Education and Training Regulator Act 2011
Target entity description: The National Vocational Education and Training Regulator Act 2011 is an Australian federal law that establishes the national framework and regulator for quality assurance in vocational education and training.
  • A. Queensland vocational education and training framework
    The Queensland vocational education and training framework is the state’s regulatory and policy system that oversees the delivery, quality, and accreditation of vocational education and training providers in Queensland.
  • B. Industry Training and Apprenticeships Act 1992
    The Industry Training and Apprenticeships Act 1992 was a New Zealand law that established the framework for industry-based vocational education and apprenticeship training prior to its replacement by the Education and Training Act 2020.
  • C. Victorian Qualifications Framework
    The Victorian Qualifications Framework is a structured system that defines and standardises education and training qualifications across the state of Victoria, Australia.
  • D. Education and Training Act 2020
    The Education and Training Act 2020 is New Zealand’s primary education law that consolidates and modernises the legal framework governing early childhood, primary, secondary, and tertiary education.
  • E. Further Education and Training Act 2007
    The Further Education and Training Act 2007 is a UK law that reformed the further education sector, strengthening regulation, governance, and the provision of post-16 education and training.
  • 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_69e245b821008190b0e09cb02092aae1 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f183e8324c81908b8868d298af66e1 completed April 29, 2026, 4:07 a.m.
Created at: April 17, 2026, 3:52 p.m.