Triple

T3459512
Position Surface form Disambiguated ID Type / Status
Subject Cabinet Secretary for Finance E72989 entity
Predicate oversees P46 FINISHED
Object Scottish Government taxation strategy
The Scottish Government taxation strategy is the overarching policy framework that sets out how Scotland designs, implements, and manages its devolved tax system to fund public services and support economic and social objectives.
E358544 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: Scottish Government taxation strategy | Statement: [Cabinet Secretary for Finance, oversees, Scottish Government taxation strategy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Scottish Government taxation strategy
Context triple: [Cabinet Secretary for Finance, oversees, Scottish Government taxation strategy]
  • A. Scottish rate of income tax
    The Scottish rate of income tax is a devolved component of UK income tax that allows the Scottish Parliament to vary the income tax paid by Scottish taxpayers.
  • B. 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.
  • C. Cabinet of the Scottish Government
    The Cabinet of the Scottish Government is the senior decision-making body of Scotland’s devolved administration, composed of the First Minister and key ministers responsible for major policy areas.
  • D. 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.
  • E. Scottish Government directorates
    The Scottish Government directorates are the main administrative divisions of the devolved Scottish Government, each responsible for specific policy areas and public services under ministerial leadership.
  • 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 Government taxation strategy
Triple: [Cabinet Secretary for Finance, oversees, Scottish Government taxation strategy]
Generated description
The Scottish Government taxation strategy is the overarching policy framework that sets out how Scotland designs, implements, and manages its devolved tax system to fund public services and support economic and social objectives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Scottish Government taxation strategy
Target entity description: The Scottish Government taxation strategy is the overarching policy framework that sets out how Scotland designs, implements, and manages its devolved tax system to fund public services and support economic and social objectives.
  • A. Scottish rate of income tax
    The Scottish rate of income tax is a devolved component of UK income tax that allows the Scottish Parliament to vary the income tax paid by Scottish taxpayers.
  • B. 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.
  • C. Cabinet of the Scottish Government
    The Cabinet of the Scottish Government is the senior decision-making body of Scotland’s devolved administration, composed of the First Minister and key ministers responsible for major policy areas.
  • D. 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.
  • E. Scottish Government directorates
    The Scottish Government directorates are the main administrative divisions of the devolved Scottish Government, each responsible for specific policy areas and public services under ministerial leadership.
  • 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_69ad85b12a908190a1d10a6b03b4f8ae completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbae4c18881908b48d16e46f78209 completed March 8, 2026, 6:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69b361093d288190a023e8485265a989 completed March 13, 2026, 12:57 a.m.
NEDg Description generation batch_69b361958fd88190bd4a8d9837af6610 completed March 13, 2026, 1 a.m.
NED2 Entity disambiguation (via description) batch_69b362310884819082a59ab92fe05fdd completed March 13, 2026, 1:02 a.m.
Created at: March 8, 2026, 3:16 p.m.