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.