Triple

T3465940
Position Surface form Disambiguated ID Type / Status
Subject Southern Queensland Institute of TAFE E73135 entity
Predicate governedBy P46 FINISHED
Object 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.
E358258 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: Queensland vocational education and training framework | Statement: [Southern Queensland Institute of TAFE, governedBy, Queensland vocational education and training framework]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Queensland vocational education and training framework
Context triple: [Southern Queensland Institute of TAFE, governedBy, Queensland vocational education and training framework]
  • A. 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.
  • B. 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.
  • C. Scottish Credit and Qualifications Framework
    The Scottish Credit and Qualifications Framework is Scotland’s national system for describing, comparing, and accrediting learning and qualifications across all levels of education and training.
  • D. Wodonga TAFE
    Wodonga TAFE is a vocational education and training institute in Wodonga, Victoria, Australia, offering a range of practical, career-focused courses and apprenticeships.
  • E. 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.
  • 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: Queensland vocational education and training framework
Triple: [Southern Queensland Institute of TAFE, governedBy, Queensland vocational education and training framework]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Queensland vocational education and training framework
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Scottish Credit and Qualifications Framework
    The Scottish Credit and Qualifications Framework is Scotland’s national system for describing, comparing, and accrediting learning and qualifications across all levels of education and training.
  • D. Wodonga TAFE
    Wodonga TAFE is a vocational education and training institute in Wodonga, Victoria, Australia, offering a range of practical, career-focused courses and apprenticeships.
  • E. 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.
  • 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_69ad85b224d481908ff8be51338d24ff completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbb0f2d3881908a5fa871341564ed completed March 8, 2026, 6:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69b361284b5c81909e7fccc4fcf294b7 completed March 13, 2026, 12:58 a.m.
NEDg Description generation batch_69b361792874819088fa77b860fb9ce6 completed March 13, 2026, 12:59 a.m.
NED2 Entity disambiguation (via description) batch_69b36211b6b08190ac0cac646160495d completed March 13, 2026, 1:02 a.m.
Created at: March 8, 2026, 3:17 p.m.