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.