Triple
T23019844
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Australian Skills Quality Authority |
E573130
|
entity |
| Predicate | legalBasis |
P125
|
FINISHED |
| Object | National Vocational Education and Training Regulator Act 2011 |
—
|
NE NERFINISHED |
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: National Vocational Education and Training Regulator Act 2011 | Statement: [Australian Skills Quality Authority, legalBasis, 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, legalBasis, National Vocational Education and Training Regulator Act 2011]
-
A.
National Vocational Education and Training Regulator Act 2011
chosen
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.
-
B.
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.
-
C.
Standards for Registered Training Organisations
Standards for Registered Training Organisations are the national regulatory requirements that govern the quality and operation of vocational education and training providers in Australia.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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.