Triple
T2368317
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | New Zealand education sector |
E46032
|
entity |
| Predicate | usesAssessmentSystem |
P750
|
FINISHED |
| Object |
National Certificate of Educational Achievement
The National Certificate of Educational Achievement (NCEA) is New Zealand’s main secondary school qualification, assessing students through a mix of internal and external standards-based evaluations across multiple levels.
|
E261098
|
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: National Certificate of Educational Achievement | Statement: [New Zealand education sector, usesAssessmentSystem, National Certificate of Educational Achievement]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Certificate of Educational Achievement Context triple: [New Zealand education sector, usesAssessmentSystem, National Certificate of Educational Achievement]
-
A.
CSE (Certificate of Secondary Education)
The Certificate of Secondary Education (CSE) was a former UK school-leaving qualification aimed at students of average ability, which was eventually superseded by the General Certificate of Secondary Education (GCSE).
-
B.
Ontario Secondary School Diploma
The Ontario Secondary School Diploma is the official high school graduation credential in Ontario, Canada, awarded to students who successfully complete the province’s required secondary school curriculum and assessments.
-
C.
BTEC
BTEC is a vocational qualification from the UK that focuses on practical, career-oriented learning across a wide range of subjects.
-
D.
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.
-
E.
Diploma Supplement
The Diploma Supplement is a standardized document accompanying a higher education degree that transparently explains a graduate’s qualifications to improve international recognition and mobility within the European Higher Education Area.
- 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: National Certificate of Educational Achievement Triple: [New Zealand education sector, usesAssessmentSystem, National Certificate of Educational Achievement]
Generated description
The National Certificate of Educational Achievement (NCEA) is New Zealand’s main secondary school qualification, assessing students through a mix of internal and external standards-based evaluations across multiple levels.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Certificate of Educational Achievement Target entity description: The National Certificate of Educational Achievement (NCEA) is New Zealand’s main secondary school qualification, assessing students through a mix of internal and external standards-based evaluations across multiple levels.
-
A.
CSE (Certificate of Secondary Education)
The Certificate of Secondary Education (CSE) was a former UK school-leaving qualification aimed at students of average ability, which was eventually superseded by the General Certificate of Secondary Education (GCSE).
-
B.
Ontario Secondary School Diploma
The Ontario Secondary School Diploma is the official high school graduation credential in Ontario, Canada, awarded to students who successfully complete the province’s required secondary school curriculum and assessments.
-
C.
BTEC
BTEC is a vocational qualification from the UK that focuses on practical, career-oriented learning across a wide range of subjects.
-
D.
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.
-
E.
Diploma Supplement
The Diploma Supplement is a standardized document accompanying a higher education degree that transparently explains a graduate’s qualifications to improve international recognition and mobility within the European Higher Education Area.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: usesAssessmentSystem Context triple: [New Zealand education sector, usesAssessmentSystem, National Certificate of Educational Achievement]
-
A.
assessmentMethod
chosen
Indicates the method or procedure used to evaluate, measure, or judge something.
-
B.
usesAcademicCreditSystem
Indicates that an institution or program organizes and evaluates coursework using a formal academic credit system (e.g., credit hours or units).
-
C.
usesCurriculum
Indicates that one entity adopts or applies a particular curriculum as the basis for its instruction, training, or educational activities.
-
D.
assessedBy
Indicates that an entity has been evaluated, examined, or judged by another entity (typically an agent or authority).
-
E.
languageOfAssessment
Indicates that a specified language is used as the medium of assessment (e.g., for tests, evaluations, or examinations) for a given entity.
- 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_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. |
| PD | Predicate disambiguation | batch_69abc59b88348190a2d6c08f69974117 |
completed | March 7, 2026, 6:28 a.m. |
Created at: March 4, 2026, 7:56 p.m.