Triple

T3459526
Position Surface form Disambiguated ID Type / Status
Subject Cabinet Secretary for Finance E72989 entity
Predicate worksWith P398 FINISHED
Object Scottish Fiscal Commission
The Scottish Fiscal Commission is an independent public body that provides official forecasts and analysis of Scotland’s public finances to inform the Scottish Government’s budget and fiscal policy.
E358547 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 Fiscal Commission | Statement: [Cabinet Secretary for Finance, worksWith, Scottish Fiscal Commission]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Scottish Fiscal Commission
Context triple: [Cabinet Secretary for Finance, worksWith, Scottish Fiscal Commission]
  • A. National Finance Commission
    The National Finance Commission is a constitutional body in Pakistan responsible for periodically distributing financial resources and revenues between the federal government and the provinces.
  • 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. National Infrastructure Commission
    The National Infrastructure Commission is an independent body in the United Kingdom that provides expert advice and long-term strategic recommendations on the country’s infrastructure needs and priorities.
  • D. Scottish Law Commission
    The Scottish Law Commission is an independent statutory body responsible for reviewing, simplifying, and recommending reforms to the law of Scotland.
  • E. Boundary Commission for Scotland
    The Boundary Commission for Scotland is an independent public body responsible for reviewing and recommending changes to parliamentary constituency and local government boundaries in Scotland.
  • 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 Fiscal Commission
Triple: [Cabinet Secretary for Finance, worksWith, Scottish Fiscal Commission]
Generated description
The Scottish Fiscal Commission is an independent public body that provides official forecasts and analysis of Scotland’s public finances to inform the Scottish Government’s budget and fiscal policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Scottish Fiscal Commission
Target entity description: The Scottish Fiscal Commission is an independent public body that provides official forecasts and analysis of Scotland’s public finances to inform the Scottish Government’s budget and fiscal policy.
  • A. National Finance Commission
    The National Finance Commission is a constitutional body in Pakistan responsible for periodically distributing financial resources and revenues between the federal government and the provinces.
  • 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. National Infrastructure Commission
    The National Infrastructure Commission is an independent body in the United Kingdom that provides expert advice and long-term strategic recommendations on the country’s infrastructure needs and priorities.
  • D. Scottish Law Commission
    The Scottish Law Commission is an independent statutory body responsible for reviewing, simplifying, and recommending reforms to the law of Scotland.
  • E. Boundary Commission for Scotland
    The Boundary Commission for Scotland is an independent public body responsible for reviewing and recommending changes to parliamentary constituency and local government boundaries in Scotland.
  • 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.