Triple

T5403104
Position Surface form Disambiguated ID Type / Status
Subject Ofqual E120826 entity
Predicate precededBy P97 FINISHED
Object Qualifications and Curriculum Authority (regulatory functions)
The Qualifications and Curriculum Authority (regulatory functions) was the former UK body responsible for overseeing and regulating public examinations and qualifications in England before these duties were transferred to Ofqual.
E120826 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: Qualifications and Curriculum Authority (regulatory functions) | Statement: [Ofqual, precededBy, Qualifications and Curriculum Authority (regulatory functions)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Qualifications and Curriculum Authority (regulatory functions)
Context triple: [Ofqual, precededBy, Qualifications and Curriculum Authority (regulatory functions)]
  • A. Ofqual
    Ofqual is the independent regulator of qualifications, exams, and assessments in England, responsible for maintaining standards and public confidence in the examination system.
  • B. 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.
  • C. Scottish Qualifications Authority
    The Scottish Qualifications Authority is Scotland’s national body responsible for developing, accrediting, assessing, and certifying school, college, and vocational qualifications.
  • D. Department for Education
    The Department for Education is the UK government ministry responsible for children’s services and education, including schools, colleges, and universities in England.
  • E. 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.
  • 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: Qualifications and Curriculum Authority (regulatory functions)
Triple: [Ofqual, precededBy, Qualifications and Curriculum Authority (regulatory functions)]
Generated description
The Qualifications and Curriculum Authority (regulatory functions) was the former UK body responsible for overseeing and regulating public examinations and qualifications in England before these duties were transferred to Ofqual.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Qualifications and Curriculum Authority (regulatory functions)
Target entity description: The Qualifications and Curriculum Authority (regulatory functions) was the former UK body responsible for overseeing and regulating public examinations and qualifications in England before these duties were transferred to Ofqual.
  • A. Ofqual chosen
    Ofqual is the independent regulator of qualifications, exams, and assessments in England, responsible for maintaining standards and public confidence in the examination system.
  • B. 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.
  • C. Scottish Qualifications Authority
    The Scottish Qualifications Authority is Scotland’s national body responsible for developing, accrediting, assessing, and certifying school, college, and vocational qualifications.
  • D. Department for Education
    The Department for Education is the UK government ministry responsible for children’s services and education, including schools, colleges, and universities in England.
  • E. 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.
  • 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_69bd46391c0c81909fa484446732b6a3 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd87731c1c81909a4dc865282bd289 completed March 20, 2026, 5:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf3388c10481908235da34ef509d37 completed March 22, 2026, 12:10 a.m.
NEDg Description generation batch_69bf341c35088190ae60de75d289ce3c completed March 22, 2026, 12:13 a.m.
NED2 Entity disambiguation (via description) batch_69bf34c52d108190ab3d1c287e745976 completed March 22, 2026, 12:16 a.m.
Created at: March 20, 2026, 2:04 p.m.