Triple
T6169588
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TAFE NSW campus |
E137656
|
entity |
| Predicate | regulatedBy |
P86
|
FINISHED |
| Object |
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.
|
E573130
|
NE FINISHED |
How this triple was built (4 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: Australian Skills Quality Authority | Statement: [TAFE NSW campus, regulatedBy, Australian Skills Quality Authority]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Australian Skills Quality Authority Context triple: [TAFE NSW campus, regulatedBy, Australian Skills Quality Authority]
-
A.
New Zealand Qualifications Authority
The New Zealand Qualifications Authority is the government agency responsible for overseeing and regulating the national qualifications framework and ensuring the quality and standards of education and assessment in New Zealand.
-
B.
Centre for Quality Assurance
The Centre for Quality Assurance is a specialized unit within the Norwegian Institute of Public Health responsible for ensuring the reliability, standardization, and continuous improvement of the institute’s public health data, methods, and services.
-
C.
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.
-
D.
Southern Queensland Institute of TAFE
Southern Queensland Institute of TAFE is a vocational education and training provider in Queensland, Australia, offering practical courses and qualifications across a range of trades and professional fields.
-
E.
Technical and Further Education in Australia
Technical and Further Education in Australia is a national vocational education and training system that provides practical, career-focused courses through public TAFE institutes and related providers.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Australian Skills Quality Authority Triple: [TAFE NSW campus, regulatedBy, Australian Skills Quality Authority]
Generated description
The Australian Skills Quality Authority is the national regulator responsible for overseeing and ensuring the quality of vocational education and training providers across Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Australian Skills Quality Authority Target entity description: The Australian Skills Quality Authority is the national regulator responsible for overseeing and ensuring the quality of vocational education and training providers across Australia.
-
A.
New Zealand Qualifications Authority
The New Zealand Qualifications Authority is the government agency responsible for overseeing and regulating the national qualifications framework and ensuring the quality and standards of education and assessment in New Zealand.
-
B.
Centre for Quality Assurance
The Centre for Quality Assurance is a specialized unit within the Norwegian Institute of Public Health responsible for ensuring the reliability, standardization, and continuous improvement of the institute’s public health data, methods, and services.
-
C.
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.
-
D.
Southern Queensland Institute of TAFE
Southern Queensland Institute of TAFE is a vocational education and training provider in Queensland, Australia, offering practical courses and qualifications across a range of trades and professional fields.
-
E.
Technical and Further Education in Australia
Technical and Further Education in Australia is a national vocational education and training system that provides practical, career-focused courses through public TAFE institutes and related providers.
- F. None of above. chosen
Provenance (5 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_69c008a68c508190a8d78245c865960e |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c05d8f97708190bebbc49c4a56c8a5 |
completed | March 22, 2026, 9:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c141a947808190ac68e6f00858a573 |
completed | March 23, 2026, 1:35 p.m. |
| NEDg | Description generation | batch_69c1458171588190a074797c3b51f1e7 |
completed | March 23, 2026, 1:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c145f2290c819093f787a4f9a6a832 |
completed | March 23, 2026, 1:53 p.m. |
Created at: March 22, 2026, 4:18 p.m.