Triple

T15286042
Position Surface form Disambiguated ID Type / Status
Subject Directorate for Performance and Strategic Outcomes E365400 entity
Predicate usesFramework P1587 FINISHED
Object 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.
E1148346 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: National Performance Framework of Scotland | Statement: [Directorate for Performance and Strategic Outcomes, usesFramework, National Performance Framework of Scotland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Performance Framework of Scotland
Context triple: [Directorate for Performance and Strategic Outcomes, usesFramework, National Performance Framework of Scotland]
  • A. 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.
  • B. National Transport Strategy for Scotland
    The National Transport Strategy for Scotland is the Scottish Government’s long-term framework that sets out the vision, priorities, and policies for developing and managing Scotland’s transport system.
  • C. DFM of Scotland
    The Deputy First Minister of Scotland is the second-highest-ranking member of the Scottish Government, supporting and deputising for the First Minister in leading the devolved administration.
  • D. 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.
  • E. Infrastructure Investment Plan for Scotland
    The Infrastructure Investment Plan for Scotland is a long-term strategic framework that sets out the Scottish Government’s priorities and planned spending on national infrastructure, including transport, to support economic growth, sustainability, and public services.
  • 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: National Performance Framework of Scotland
Triple: [Directorate for Performance and Strategic Outcomes, usesFramework, National Performance Framework of Scotland]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Performance Framework of Scotland
Target entity description: 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.
  • A. 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.
  • B. National Transport Strategy for Scotland
    The National Transport Strategy for Scotland is the Scottish Government’s long-term framework that sets out the vision, priorities, and policies for developing and managing Scotland’s transport system.
  • C. DFM of Scotland
    The Deputy First Minister of Scotland is the second-highest-ranking member of the Scottish Government, supporting and deputising for the First Minister in leading the devolved administration.
  • D. 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.
  • E. Infrastructure Investment Plan for Scotland
    The Infrastructure Investment Plan for Scotland is a long-term strategic framework that sets out the Scottish Government’s priorities and planned spending on national infrastructure, including transport, to support economic growth, sustainability, and public services.
  • 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.