Triple

T23019842
Position Surface form Disambiguated ID Type / Status
Subject Australian Skills Quality Authority E573130 entity
Predicate implementsStandard P1587 FINISHED
Object Standards for Registered Training Organisations 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: Standards for Registered Training Organisations | Statement: [Australian Skills Quality Authority, implementsStandard, Standards for Registered Training Organisations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Standards for Registered Training Organisations
Context triple: [Australian Skills Quality Authority, implementsStandard, Standards for Registered Training Organisations]
  • 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. 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.
  • C. Regulated Qualifications Framework
    The Regulated Qualifications Framework is the official system used in England and Northern Ireland to classify and compare the level and size of regulated academic and vocational qualifications.
  • D. Higher Education Standards Framework
    The Higher Education Standards Framework is Australia’s national regulatory framework that sets out the minimum quality and accountability requirements for higher education providers.
  • E. Australian Skills Quality Authority
    The Australian Skills Quality Authority is the national regulator responsible for overseeing and ensuring the quality of vocational education and training providers across Australia.
  • 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: Standards for Registered Training Organisations
Target entity description: Standards for Registered Training Organisations are the national regulatory requirements that govern the quality and operation of vocational education and training providers in Australia.
  • 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. 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.
  • C. Regulated Qualifications Framework
    The Regulated Qualifications Framework is the official system used in England and Northern Ireland to classify and compare the level and size of regulated academic and vocational qualifications.
  • D. Higher Education Standards Framework
    The Higher Education Standards Framework is Australia’s national regulatory framework that sets out the minimum quality and accountability requirements for higher education providers.
  • E. Australian Skills Quality Authority
    The Australian Skills Quality Authority is the national regulator responsible for overseeing and ensuring the quality of vocational education and training providers across Australia.
  • 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.