Triple

T2368296
Position Surface form Disambiguated ID Type / Status
Subject New Zealand education sector E46032 entity
Predicate usesFramework P1587 FINISHED
Object 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.
E261095 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: New Zealand Qualifications Framework | Statement: [New Zealand education sector, usesFramework, New Zealand Qualifications Framework]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: New Zealand Qualifications Framework
Context triple: [New Zealand education sector, usesFramework, New Zealand Qualifications Framework]
  • A. 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.
  • B. New Zealand education sector
    The New Zealand education sector is the nationwide system of early childhood, primary, secondary, and tertiary education that serves diverse communities and plays a central role in the country’s social and economic development.
  • C. European Qualifications Framework
    The European Qualifications Framework is a common European reference framework that helps compare and translate qualifications across different countries and education systems in Europe.
  • D. Remuneration Authority of New Zealand
    The Remuneration Authority of New Zealand is an independent statutory body that sets and reviews the pay and allowances of key public office holders, including senior judges, members of Parliament, and certain local government officials.
  • E. Ofqual
    Ofqual is the independent regulator of qualifications, exams, and assessments in England, responsible for maintaining standards and public confidence in the examination system.
  • 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: New Zealand Qualifications Framework
Triple: [New Zealand education sector, usesFramework, New Zealand Qualifications Framework]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: New Zealand Qualifications Framework
Target entity description: 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.
  • A. 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.
  • B. New Zealand education sector
    The New Zealand education sector is the nationwide system of early childhood, primary, secondary, and tertiary education that serves diverse communities and plays a central role in the country’s social and economic development.
  • C. European Qualifications Framework
    The European Qualifications Framework is a common European reference framework that helps compare and translate qualifications across different countries and education systems in Europe.
  • D. Remuneration Authority of New Zealand
    The Remuneration Authority of New Zealand is an independent statutory body that sets and reviews the pay and allowances of key public office holders, including senior judges, members of Parliament, and certain local government officials.
  • E. Ofqual
    Ofqual is the independent regulator of qualifications, exams, and assessments in England, responsible for maintaining standards and public confidence in the examination system.
  • 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_69aea89eb46481909cc01202839d417f completed March 9, 2026, 11:01 a.m.
NEDg Description generation batch_69aeac2435e88190ae38a1a4d20c4872 completed March 9, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69aeaca11b008190b34397bdf7aa0669 completed March 9, 2026, 11:18 a.m.
Created at: March 4, 2026, 7:56 p.m.