Triple

T11044169
Position Surface form Disambiguated ID Type / Status
Subject New Zealand Qualifications Framework E261095 entity
Predicate usedFor P98 FINISHED
Object New Zealand Certificates
New Zealand Certificates are nationally recognized qualifications within New Zealand’s education system that certify achievement at various levels of vocational, academic, and professional competence.
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 Certificates | Statement: [New Zealand Qualifications Framework, usedFor, New Zealand Certificates]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: New Zealand Certificates
Context triple: [New Zealand Qualifications Framework, usedFor, New Zealand Certificates]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. New Zealand Schools
    New Zealand Schools is a national representative rugby union team composed of the country’s top secondary school players, serving as a key development pathway to higher-level New Zealand rugby sides.
  • E. 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.
  • 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 Certificates
Triple: [New Zealand Qualifications Framework, usedFor, New Zealand Certificates]
Generated description
New Zealand Certificates are nationally recognized qualifications within New Zealand’s education system that certify achievement at various levels of vocational, academic, and professional competence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: New Zealand Certificates
Target entity description: New Zealand Certificates are nationally recognized qualifications within New Zealand’s education system that certify achievement at various levels of vocational, academic, and professional competence.
  • A. 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.
  • B. New Zealand Qualifications Framework chosen
    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.
  • C. 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.
  • D. New Zealand Schools
    New Zealand Schools is a national representative rugby union team composed of the country’s top secondary school players, serving as a key development pathway to higher-level New Zealand rugby sides.
  • E. 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.
  • F. None of above.

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_69d6aa979bdc8190bf0e79104cc098c1 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7982e08548190aec04099cef9453c completed April 9, 2026, 12:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3a9f180688190ab2d1142b30a2836 completed April 18, 2026, 3:57 p.m.
NEDg Description generation batch_69e3ad024ee88190948d5d1c327fd063 completed April 18, 2026, 4:10 p.m.
NED2 Entity disambiguation (via description) batch_69e3b206c7a4819087eb06faa6e1af21 completed April 18, 2026, 4:32 p.m.
Created at: April 8, 2026, 9:26 p.m.