Triple

T10743270
Position Surface form Disambiguated ID Type / Status
Subject TAFE NSW Port Macquarie campus E253380 entity
Predicate educationSystem P340 FINISHED
Object Australian Qualifications Framework
The Australian Qualifications Framework is the national policy that standardizes and regulates qualifications across Australia’s education and training sectors, including schools, vocational education, and higher education.
E882581 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 Qualifications Framework | Statement: [TAFE NSW Port Macquarie campus, educationSystem, Australian Qualifications Framework]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Australian Qualifications Framework
Context triple: [TAFE NSW Port Macquarie campus, educationSystem, Australian Qualifications Framework]
  • 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. 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.
  • C. New Zealand Qualifications Framework
    The New Zealand Qualifications Framework is the national system that classifies and quality-assures all officially recognized education and training qualifications in New Zealand across schools, vocational education, and higher education.
  • D. Victorian Certificate of Education
    The Victorian Certificate of Education is the main senior secondary school qualification in the Australian state of Victoria, typically completed in the final two years of high school and used for university entrance.
  • 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 Qualifications Framework
Triple: [TAFE NSW Port Macquarie campus, educationSystem, Australian Qualifications Framework]
Generated description
The Australian Qualifications Framework is the national policy that standardizes and regulates qualifications across Australia’s education and training sectors, including schools, vocational education, and higher education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Australian Qualifications Framework
Target entity description: The Australian Qualifications Framework is the national policy that standardizes and regulates qualifications across Australia’s education and training sectors, including schools, vocational education, and higher education.
  • 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. 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.
  • C. New Zealand Qualifications Framework
    The New Zealand Qualifications Framework is the national system that classifies and quality-assures all officially recognized education and training qualifications in New Zealand across schools, vocational education, and higher education.
  • D. Victorian Certificate of Education
    The Victorian Certificate of Education is the main senior secondary school qualification in the Australian state of Victoria, typically completed in the final two years of high school and used for university entrance.
  • 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_69d6aa5e51e8819095f06881cecf152e completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d711b5dd8c81908f1d9b126e4c3ae7 completed April 9, 2026, 2:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69dbdb0470a4819082c5eb1f43ee02e2 completed April 12, 2026, 5:48 p.m.
NEDg Description generation batch_69dcad07b51081908fd66ee9ff7341f6 completed April 13, 2026, 8:44 a.m.
NED2 Entity disambiguation (via description) batch_69dd4386e3308190bb8503ce75fa628f completed April 13, 2026, 7:27 p.m.
Created at: April 8, 2026, 9:15 p.m.