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.