Triple

T11044170
Position Surface form Disambiguated ID Type / Status
Subject New Zealand Qualifications Framework E261095 entity
Predicate usedFor P98 FINISHED
Object New Zealand Diplomas
New Zealand Diplomas are nationally recognized tertiary qualifications that certify intermediate to advanced levels of specialized knowledge and skills within New Zealand’s education system.
 E901028 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 Diplomas | Statement: [New Zealand Qualifications Framework, usedFor, New Zealand Diplomas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: New Zealand Diplomas
Context triple: [New Zealand Qualifications Framework, usedFor, New Zealand Diplomas]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. New Zealand Ministry of Education
    The New Zealand Ministry of Education is the government department responsible for leading and regulating the country’s education system, from early childhood through tertiary education.
  • E. Universities New Zealand
    Universities New Zealand is the peak body representing and coordinating the country’s universities in matters of policy, advocacy, and sector-wide collaboration.
  • 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 Diplomas
Triple: [New Zealand Qualifications Framework, usedFor, New Zealand Diplomas]
Generated description
New Zealand Diplomas are nationally recognized tertiary qualifications that certify intermediate to advanced levels of specialized knowledge and skills within New Zealand’s education system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: New Zealand Diplomas
Target entity description: New Zealand Diplomas are nationally recognized tertiary qualifications that certify intermediate to advanced levels of specialized knowledge and skills within New Zealand’s education system.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. New Zealand Ministry of Education
    The New Zealand Ministry of Education is the government department responsible for leading and regulating the country’s education system, from early childhood through tertiary education.
  • E. Universities New Zealand
    Universities New Zealand is the peak body representing and coordinating the country’s universities in matters of policy, advocacy, and sector-wide collaboration.
  • F. None of above. chosen

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.