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Education (CSE) was a former UK school-leaving qualification aimed at students of average ability, which was eventually superseded by the General Certificate of Secondary Education (GCSE).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.