Triple

T2368294
Position Surface form Disambiguated ID Type / Status
Subject New Zealand education sector E46032 entity
Predicate qualityAssuranceBy P1340 FINISHED
Object New Zealand Qualifications Authority
The New Zealand Qualifications Authority is the government agency responsible for overseeing and regulating the national qualifications framework and ensuring the quality and standards of education and assessment in New Zealand.
E261506 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: New Zealand Qualifications Authority | Statement: [New Zealand education sector, qualityAssuranceBy, New Zealand Qualifications Authority]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: New Zealand Qualifications Authority
Context triple: [New Zealand education sector, qualityAssuranceBy, New Zealand Qualifications Authority]
  • A. 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.
  • B. Ofqual
    Ofqual is the independent regulator of qualifications, exams, and assessments in England, responsible for maintaining standards and public confidence in the examination system.
  • C. Auckland University of Technology
    Auckland University of Technology is a major New Zealand public university known for its applied, industry-focused programs and strong emphasis on innovation and technology.
  • D. Council for the Curriculum, Examinations and Assessment
    The Council for the Curriculum, Examinations and Assessment is Northern Ireland’s statutory body responsible for developing the school curriculum and regulating public examinations and assessments.
  • E. 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.
  • 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 Authority
Triple: [New Zealand education sector, qualityAssuranceBy, New Zealand Qualifications Authority]
Generated description
The New Zealand Qualifications Authority is the government agency responsible for overseeing and regulating the national qualifications framework and ensuring the quality and standards of education and assessment in New Zealand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: New Zealand Qualifications Authority
Target entity description: The New Zealand Qualifications Authority is the government agency responsible for overseeing and regulating the national qualifications framework and ensuring the quality and standards of education and assessment in New Zealand.
  • A. 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.
  • B. Ofqual
    Ofqual is the independent regulator of qualifications, exams, and assessments in England, responsible for maintaining standards and public confidence in the examination system.
  • C. Te Puni Kōkiri (Ministry of Māori Development)
    Te Puni Kōkiri (Ministry of Māori Development) is the New Zealand government ministry responsible for promoting Māori wellbeing, development, and participation in the country’s social, economic, and cultural life.
  • D. Auckland University of Technology
    Auckland University of Technology is a major New Zealand public university known for its applied, industry-focused programs and strong emphasis on innovation and technology.
  • E. Council for the Curriculum, Examinations and Assessment
    The Council for the Curriculum, Examinations and Assessment is Northern Ireland’s statutory body responsible for developing the school curriculum and regulating public examinations and assessments.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: qualityAssuranceBy
Context triple: [New Zealand education sector, qualityAssuranceBy, New Zealand Qualifications Authority]
  • A. quality
    Indicates that an entity possesses a particular attribute, characteristic, or degree of excellence that defines how good, suitable, or effective it is in a given context.
  • B. assessedBy chosen
    Indicates that an entity has been evaluated, examined, or judged by another entity (typically an agent or authority).
  • C. ensures
    Indicates that one entity guarantees or makes certain that a particular condition, outcome, or state holds for another entity or situation.
  • D. storageQuality
    Indicates the degree or standard of how well something is stored, such as its preservation, safety, or suitability for use.
  • E. qualityUpdateType
    Indicates the specific kind of change or modification applied to an entity’s quality or quality-related status.
  • 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_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.
PD Predicate disambiguation batch_69abc59b88348190a2d6c08f69974117 completed March 7, 2026, 6:28 a.m.
Created at: March 4, 2026, 7:56 p.m.