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.