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.