Triple

T16259594
Position Surface form Disambiguated ID Type / Status
Subject TEQSA E394719 entity
Predicate legalBasis P125 FINISHED
Object Tertiary Education Quality and Standards Agency Act 2011
The Tertiary Education Quality and Standards Agency Act 2011 is an Australian federal law that establishes and governs the national regulator for higher education quality and standards.
E1201681 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: Tertiary Education Quality and Standards Agency Act 2011 | Statement: [TEQSA, legalBasis, Tertiary Education Quality and Standards Agency Act 2011]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tertiary Education Quality and Standards Agency Act 2011
Context triple: [TEQSA, legalBasis, Tertiary Education Quality and Standards Agency Act 2011]
  • A. Teaching and Higher Education Act 1998
    The Teaching and Higher Education Act 1998 is a key UK law that reformed higher education funding and student support, including the introduction of tuition fees and income-contingent student loans.
  • B. Higher Education and Research Act 2017
    The Higher Education and Research Act 2017 is a UK law that reformed the regulation of universities and research funding, including creating the unified research body UK Research and Innovation (UKRI).
  • C. Further and Higher Education Act 1992
    The Further and Higher Education Act 1992 is a key UK statute that restructured post-16 education, creating a unified framework for further and higher education institutions and establishing new funding and regulatory bodies.
  • D. Education Act 2011
    The Education Act 2011 is a major UK law that reformed the school system, including academies, teacher regulation, discipline, and qualifications, to increase autonomy and accountability in education.
  • E. Technological Universities Act 2018
    The Technological Universities Act 2018 is an Irish law that established the framework for creating technological universities by merging institutes of technology and setting out their governance and operational structures.
  • 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: Tertiary Education Quality and Standards Agency Act 2011
Triple: [TEQSA, legalBasis, Tertiary Education Quality and Standards Agency Act 2011]
Generated description
The Tertiary Education Quality and Standards Agency Act 2011 is an Australian federal law that establishes and governs the national regulator for higher education quality and standards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tertiary Education Quality and Standards Agency Act 2011
Target entity description: The Tertiary Education Quality and Standards Agency Act 2011 is an Australian federal law that establishes and governs the national regulator for higher education quality and standards.
  • A. Teaching and Higher Education Act 1998
    The Teaching and Higher Education Act 1998 is a key UK law that reformed higher education funding and student support, including the introduction of tuition fees and income-contingent student loans.
  • B. Higher Education and Research Act 2017
    The Higher Education and Research Act 2017 is a UK law that reformed the regulation of universities and research funding, including creating the unified research body UK Research and Innovation (UKRI).
  • C. Further and Higher Education Act 1992
    The Further and Higher Education Act 1992 is a key UK statute that restructured post-16 education, creating a unified framework for further and higher education institutions and establishing new funding and regulatory bodies.
  • D. Education Act 2011
    The Education Act 2011 is a major UK law that reformed the school system, including academies, teacher regulation, discipline, and qualifications, to increase autonomy and accountability in education.
  • E. Technological Universities Act 2018
    The Technological Universities Act 2018 is an Irish law that established the framework for creating technological universities by merging institutes of technology and setting out their governance and operational structures.
  • 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_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.
Created at: April 10, 2026, 5:04 a.m.