Triple
T15285942
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Directorate for Advanced Learning and Science |
E365397
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Education and Skills portfolio (Scottish Government)
The Education and Skills portfolio of the Scottish Government is the ministerial area responsible for overseeing education policy, skills development, and related public services across Scotland.
|
E1148345
|
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: Education and Skills portfolio (Scottish Government) | Statement: [Directorate for Advanced Learning and Science, partOf, Education and Skills portfolio (Scottish Government)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Education and Skills portfolio (Scottish Government) Context triple: [Directorate for Advanced Learning and Science, partOf, Education and Skills portfolio (Scottish Government)]
-
A.
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.
-
B.
SCQF Partnership
SCQF Partnership is the organization responsible for managing and promoting Scotland’s national framework for credit transfer and qualification levels across education and training.
-
C.
Education Scotland
Education Scotland is the Scottish Government’s national agency responsible for supporting quality and improvement in education across Scotland’s schools and learning communities.
-
D.
Scottish Qualifications Authority
The Scottish Qualifications Authority is Scotland’s national body responsible for developing, accrediting, assessing, and certifying school, college, and vocational qualifications.
-
E.
Department for Innovation, Universities and Skills
The Department for Innovation, Universities and Skills was a former UK government department responsible for higher education, skills, science, and innovation policy.
- 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: Education and Skills portfolio (Scottish Government) Triple: [Directorate for Advanced Learning and Science, partOf, Education and Skills portfolio (Scottish Government)]
Generated description
The Education and Skills portfolio of the Scottish Government is the ministerial area responsible for overseeing education policy, skills development, and related public services across Scotland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Education and Skills portfolio (Scottish Government) Target entity description: The Education and Skills portfolio of the Scottish Government is the ministerial area responsible for overseeing education policy, skills development, and related public services across Scotland.
-
A.
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.
-
B.
SCQF Partnership
SCQF Partnership is the organization responsible for managing and promoting Scotland’s national framework for credit transfer and qualification levels across education and training.
-
C.
Education Scotland
Education Scotland is the Scottish Government’s national agency responsible for supporting quality and improvement in education across Scotland’s schools and learning communities.
-
D.
Scottish Qualifications Authority
The Scottish Qualifications Authority is Scotland’s national body responsible for developing, accrediting, assessing, and certifying school, college, and vocational qualifications.
-
E.
Department for Innovation, Universities and Skills
The Department for Innovation, Universities and Skills was a former UK government department responsible for higher education, skills, science, and innovation policy.
- 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_69d85a103d9081908c1ea6c4c73ac8e3 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e00e551bb0819094db097285443740 |
completed | April 15, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feef798a588190981c77e6f4c6be78 |
completed | May 9, 2026, 8:25 a.m. |
| NEDg | Description generation | batch_69fef1c3c054819096b1cf2e7887be49 |
completed | May 9, 2026, 8:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fef24136c08190add6cbe1c6b2c0e2 |
completed | May 9, 2026, 8:37 a.m. |
Created at: April 10, 2026, 3:15 a.m.