Triple

T2940657
Position Surface form Disambiguated ID Type / Status
Subject Madras College E79377 entity
Predicate usesQualificationSystem P44086 FINISHED
Object Scottish Qualifications Authority
The Scottish Qualifications Authority is Scotland’s national body responsible for developing, accrediting, assessing, and certifying school, college, and vocational qualifications.
E72571 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: Scottish Qualifications Authority | Statement: [Madras College, usesQualificationSystem, Scottish Qualifications Authority]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Scottish Qualifications Authority
Context triple: [Madras College, usesQualificationSystem, Scottish Qualifications Authority]
  • 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. 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.
  • C. 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.
  • D. 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.
  • E. Scottish Qualifications Authority Gaelic materials
    Scottish Qualifications Authority Gaelic materials are official educational and assessment resources produced by Scotland’s national qualifications body to support the teaching, learning, and examination of the Gaelic language.
  • 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: Scottish Qualifications Authority
Triple: [Madras College, usesQualificationSystem, Scottish Qualifications Authority]
Generated description
The Scottish Qualifications Authority is Scotland’s national body responsible for developing, accrediting, assessing, and certifying school, college, and vocational qualifications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Scottish Qualifications Authority
Target entity description: The Scottish Qualifications Authority is Scotland’s national body responsible for developing, accrediting, assessing, and certifying school, college, and vocational qualifications.
  • 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. 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.
  • C. 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.
  • D. 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.
  • E. Scottish Qualifications Authority Gaelic materials chosen
    Scottish Qualifications Authority Gaelic materials are official educational and assessment resources produced by Scotland’s national qualifications body to support the teaching, learning, and examination of the Gaelic language.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: usesQualificationSystem
Context triple: [Madras College, usesQualificationSystem, Scottish Qualifications Authority]
  • A. usesCompetitionSystem
    Indicates that an entity operates under or applies a particular competition system or format.
  • B. hasQualifyingRounds
    Indicates that an event or competition includes preliminary qualifying rounds that participants must complete before advancing further.
  • C. usesNominationSystem
    Indicates that an entity employs a nomination-based process to select or appoint candidates or participants.
  • D. hasQualification
    Indicates that an entity possesses a specific qualification, credential, or competency.
  • E. hasOfficialRankingSystem
    Indicates that there exists a formally recognized and structured system for ranking or ordering entities according to defined criteria.
  • F. None of above. chosen

Provenance (7 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_69ad8b0fbab081908f6a61567c045d8d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad986f38948190a636a826693a9d4f completed March 8, 2026, 3:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69b08686b0388190a214ad8a615f2da5 completed March 10, 2026, 9 p.m.
NEDg Description generation batch_69b0d312b82c81908abbb005560b89a0 completed March 11, 2026, 2:27 a.m.
NED2 Entity disambiguation (via description) batch_69b0d392b8cc8190804a1bf06785d7d0 completed March 11, 2026, 2:29 a.m.
PD Predicate disambiguation batch_69ad96088fb481909976b436c2b729d9 completed March 8, 2026, 3:30 p.m.
PDg Predicate description generation batch_69ad97f520208190a4dc43372004555f completed March 8, 2026, 3:38 p.m.
Created at: March 8, 2026, 2:56 p.m.