Triple

T16259595
Position Surface form Disambiguated ID Type / Status
Subject TEQSA E394719 entity
Predicate usesStandardsFramework P1587 FINISHED
Object 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.
E1201682 NE FINISHED

How this triple was built (5 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: Higher Education Standards Framework | Statement: [TEQSA, usesStandardsFramework, Higher Education Standards Framework]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Higher Education Standards Framework
Context triple: [TEQSA, usesStandardsFramework, Higher Education Standards Framework]
  • A. 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.
  • B. Standards and Guidelines for Quality Assurance in the European Higher Education Area
    The Standards and Guidelines for Quality Assurance in the European Higher Education Area (ESG) are a set of common principles and criteria that underpin and harmonize internal and external quality assurance systems across European higher education institutions.
  • 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. Teaching Excellence Framework
    The Teaching Excellence Framework is a UK government initiative that assesses and rates the quality of teaching, learning, and student outcomes in higher education institutions.
  • 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: Higher Education Standards Framework
Triple: [TEQSA, usesStandardsFramework, Higher Education Standards Framework]
Generated description
The Higher Education Standards Framework is Australia’s national regulatory framework that sets out the minimum quality and accountability requirements for higher education providers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Higher Education Standards Framework
Target entity description: The Higher Education Standards Framework is Australia’s national regulatory framework that sets out the minimum quality and accountability requirements for higher education providers.
  • A. 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.
  • B. Standards and Guidelines for Quality Assurance in the European Higher Education Area
    The Standards and Guidelines for Quality Assurance in the European Higher Education Area (ESG) are a set of common principles and criteria that underpin and harmonize internal and external quality assurance systems across European higher education institutions.
  • 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. Teaching Excellence Framework
    The Teaching Excellence Framework is a UK government initiative that assesses and rates the quality of teaching, learning, and student outcomes in higher education institutions.
  • 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
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: usesStandardsFramework
Context triple: [TEQSA, usesStandardsFramework, Higher Education Standards Framework]
  • A. usesStandard chosen
    Indicates that one entity adopts, follows, or operates according to a specified standard defined by another entity or reference.
  • B. usesAccreditationStandard
    Indicates that one entity applies, follows, or bases its processes or evaluations on a specified accreditation standard.
  • C. hasAcademicStandard
    Indicates that an entity is associated with, aligned to, or governed by a specified academic or educational standard.
  • D. isStandardOf
    Indicates that something serves as the recognized norm, reference, or benchmark by which another thing is defined, measured, or evaluated.
  • E. includesStandard
    Indicates that one entity contains, incorporates, or makes use of a particular standard as part of its definition, implementation, or specification.
  • F. None of above.

Provenance (6 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_69d87f221d8081909b0b2063e7528ba2 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e245c3082c8190a1c9f92b255fdbb6 completed April 17, 2026, 2:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a000eee110c819088d99b80435ab70b completed May 10, 2026, 4:51 a.m.
NEDg Description generation batch_6a000f7e6338819099598bc22d31cd22 completed May 10, 2026, 4:54 a.m.
NED2 Entity disambiguation (via description) batch_6a001025300c819084933d9c6d19fe97 completed May 10, 2026, 4:57 a.m.
PD Predicate disambiguation batch_69e219f259e88190bf49d8408c04178e completed April 17, 2026, 11:30 a.m.
Created at: April 10, 2026, 5:04 a.m.