Triple
T15286165
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Directorate for Learning |
E365404
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Education and Skills portfolio of the Scottish Government |
E1148345
|
NE FINISHED |
How this triple was built (2 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 of the Scottish Government | Statement: [Directorate for Learning, partOf, Education and Skills portfolio of the Scottish Government]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Education and Skills portfolio of the Scottish Government Context triple: [Directorate for Learning, partOf, Education and Skills portfolio of the Scottish Government]
-
A.
Education and Skills portfolio (Scottish Government)
chosen
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.
-
B.
National Performance Framework of Scotland
The National Performance Framework of Scotland is the Scottish Government’s overarching strategic framework that sets out national outcomes and indicators to guide policy-making, measure progress, and improve wellbeing across the country.
-
C.
National Planning Framework for Scotland
The National Planning Framework for Scotland is the Scottish Government’s long-term spatial strategy that guides where development and infrastructure should occur to support sustainable economic growth and community wellbeing across the country.
-
D.
Scottish Government
The Scottish Government is the devolved administration for Scotland, responsible for governing domestic affairs such as health, education, justice, and local government within the United Kingdom.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69fef8982bc881908a33ad27ce0ff091 |
completed | May 9, 2026, 9:04 a.m. |
Created at: April 10, 2026, 3:15 a.m.