Triple

T2424641
Position Surface form Disambiguated ID Type / Status
Subject Chief Secretary to the Treasury E53496 entity
Predicate participatesIn P149 FINISHED
Object Cabinet committees on public expenditure
Cabinet committees on public expenditure are specialized UK government bodies that coordinate and oversee decisions on public spending and fiscal priorities across departments.
E35634 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: Cabinet committees on public expenditure | Statement: [Chief Secretary to the Treasury, participatesIn, Cabinet committees on public expenditure]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cabinet committees on public expenditure
Context triple: [Chief Secretary to the Treasury, participatesIn, Cabinet committees on public expenditure]
  • A. Spending Review
    The Spending Review is a periodic UK government process that sets multi-year departmental budgets and outlines public spending priorities.
  • B. Annual Report of the Council of Economic Advisers
    The Annual Report of the Council of Economic Advisers is a detailed analysis of current economic conditions and policy issues prepared each year by the Council of Economic Advisers for inclusion in the U.S. president’s Economic Report.
  • C. New Zealand public sector reforms of the 1980s
    The New Zealand public sector reforms of the 1980s were a sweeping program of neoliberal restructuring that transformed government departments into commercially oriented entities, introduced market mechanisms into public services, and significantly reduced the role of the state in the economy.
  • D. Third Report on the Public Credit
    Third Report on the Public Credit is Alexander Hamilton’s influential 1791 Treasury report to the U.S. Congress advocating federal support for manufacturing and industrial development as key to the nation’s economic strength.
  • E. Budget Responsibility and National Audit Act 2011
    The Budget Responsibility and National Audit Act 2011 is a UK law that established the statutory framework for independent fiscal oversight and public audit, including the creation and governance of the Office for Budget Responsibility.
  • 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: Cabinet committees on public expenditure
Triple: [Chief Secretary to the Treasury, participatesIn, Cabinet committees on public expenditure]
Generated description
Cabinet committees on public expenditure are specialized UK government bodies that coordinate and oversee decisions on public spending and fiscal priorities across departments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cabinet committees on public expenditure
Target entity description: Cabinet committees on public expenditure are specialized UK government bodies that coordinate and oversee decisions on public spending and fiscal priorities across departments.
  • A. Spending Review chosen
    The Spending Review is a periodic UK government process that sets multi-year departmental budgets and outlines public spending priorities.
  • B. Annual Report of the Council of Economic Advisers
    The Annual Report of the Council of Economic Advisers is a detailed analysis of current economic conditions and policy issues prepared each year by the Council of Economic Advisers for inclusion in the U.S. president’s Economic Report.
  • C. New Zealand public sector reforms of the 1980s
    The New Zealand public sector reforms of the 1980s were a sweeping program of neoliberal restructuring that transformed government departments into commercially oriented entities, introduced market mechanisms into public services, and significantly reduced the role of the state in the economy.
  • D. Third Report on the Public Credit
    Third Report on the Public Credit is Alexander Hamilton’s influential 1791 Treasury report to the U.S. Congress advocating federal support for manufacturing and industrial development as key to the nation’s economic strength.
  • E. Budget Responsibility and National Audit Act 2011
    The Budget Responsibility and National Audit Act 2011 is a UK law that established the statutory framework for independent fiscal oversight and public audit, including the creation and governance of the Office for Budget Responsibility.
  • F. None of above.

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_69ab495c44d48190b7235b23719bc3f6 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc973aee08190b543492f436f3fe5 completed March 7, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69aebf61088481909d79e822e4071456 completed March 9, 2026, 12:38 p.m.
NEDg Description generation batch_69aec2e4fee481909704d329ad92f4ad completed March 9, 2026, 12:53 p.m.
NED2 Entity disambiguation (via description) batch_69aec39bb6a4819084652814e18f60d4 completed March 9, 2026, 12:56 p.m.
Created at: March 6, 2026, 9:42 p.m.