Triple

T2368293
Position Surface form Disambiguated ID Type / Status
Subject New Zealand education sector E46032 entity
Predicate regulatedBy P86 FINISHED
Object Education and Training Act 2020
The Education and Training Act 2020 is New Zealand’s primary education law that consolidates and modernises the legal framework governing early childhood, primary, secondary, and tertiary education.
E261505 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: Education and Training Act 2020 | Statement: [New Zealand education sector, regulatedBy, Education and Training Act 2020]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Education and Training Act 2020
Context triple: [New Zealand education sector, regulatedBy, Education and Training Act 2020]
  • A. 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.
  • B. Education Act 2002
    The Education Act 2002 is a key piece of UK legislation that reformed the school system in England and Wales, setting out the legal framework for school standards, governance, curriculum, and teacher regulation.
  • C. 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).
  • D. Education Sciences Reform Act of 2002
    The Education Sciences Reform Act of 2002 is a U.S. federal law that overhauled federal education research by creating the Institute of Education Sciences and emphasizing rigorous, evidence-based studies to inform education policy and practice.
  • E. Education (Administrative Provisions) Act 1907
    The Education (Administrative Provisions) Act 1907 was a British law that expanded and reorganized state involvement in education, notably introducing medical inspections for schoolchildren and strengthening local education authorities’ administrative powers.
  • 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: Education and Training Act 2020
Triple: [New Zealand education sector, regulatedBy, Education and Training Act 2020]
Generated description
The Education and Training Act 2020 is New Zealand’s primary education law that consolidates and modernises the legal framework governing early childhood, primary, secondary, and tertiary education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Education and Training Act 2020
Target entity description: The Education and Training Act 2020 is New Zealand’s primary education law that consolidates and modernises the legal framework governing early childhood, primary, secondary, and tertiary education.
  • A. 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.
  • B. Education Act 2002
    The Education Act 2002 is a key piece of UK legislation that reformed the school system in England and Wales, setting out the legal framework for school standards, governance, curriculum, and teacher regulation.
  • C. 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).
  • D. Education Sciences Reform Act of 2002
    The Education Sciences Reform Act of 2002 is a U.S. federal law that overhauled federal education research by creating the Institute of Education Sciences and emphasizing rigorous, evidence-based studies to inform education policy and practice.
  • E. Education (Administrative Provisions) Act 1907
    The Education (Administrative Provisions) Act 1907 was a British law that expanded and reorganized state involvement in education, notably introducing medical inspections for schoolchildren and strengthening local education authorities’ administrative powers.
  • 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_69a88a145268819083e2736cb835c696 completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abc76bf75c8190b014c3dbfc46bba3 completed March 7, 2026, 6:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69aea89ae4688190be2e0825f0875ed3 completed March 9, 2026, 11:01 a.m.
NEDg Description generation batch_69aeac4b9b108190b440c991342df9b6 completed March 9, 2026, 11:17 a.m.
NED2 Entity disambiguation (via description) batch_69aeacc8445481908a3ae8bd62493413 completed March 9, 2026, 11:19 a.m.
Created at: March 4, 2026, 7:56 p.m.