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.