Triple

T1648375
Position Surface form Disambiguated ID Type / Status
Subject Spending Review E35634 entity
Predicate includes P1393 FINISHED
Object Departmental Expenditure Limits
Departmental Expenditure Limits are multi-year budgetary caps set by the UK government to control and plan the spending of individual government 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: Departmental Expenditure Limits | Statement: [Spending Review, includes, Departmental Expenditure Limits]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Departmental Expenditure Limits
Context triple: [Spending Review, includes, Departmental Expenditure Limits]
  • A. Department of Expenditure
    The Department of Expenditure is a key arm of India’s Ministry of Finance responsible for managing government spending, financial rules, and budgetary control across central ministries and departments.
  • B. Office of Budget Execution
    The Office of Budget Execution is a District of Columbia government unit responsible for managing and monitoring the implementation of the city’s approved budget under the Chief Financial Officer.
  • C. Spending Review
    The Spending Review is a periodic UK government process that sets multi-year departmental budgets and outlines public spending priorities.
  • D. Office for Budget Responsibility
    The Office for Budget Responsibility is the United Kingdom’s independent fiscal watchdog, responsible for producing economic forecasts and assessing the sustainability of public finances.
  • E. Directorate-General for Budget
    The Directorate-General for Budget is the European Commission department responsible for planning, managing, and overseeing the European Union’s budget.
  • 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: Departmental Expenditure Limits
Triple: [Spending Review, includes, Departmental Expenditure Limits]
Generated description
Departmental Expenditure Limits are multi-year budgetary caps set by the UK government to control and plan the spending of individual government departments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Departmental Expenditure Limits
Target entity description: Departmental Expenditure Limits are multi-year budgetary caps set by the UK government to control and plan the spending of individual government departments.
  • A. Department of Expenditure
    The Department of Expenditure is a key arm of India’s Ministry of Finance responsible for managing government spending, financial rules, and budgetary control across central ministries and departments.
  • B. Office of Budget Execution
    The Office of Budget Execution is a District of Columbia government unit responsible for managing and monitoring the implementation of the city’s approved budget under the Chief Financial Officer.
  • C. Spending Review chosen
    The Spending Review is a periodic UK government process that sets multi-year departmental budgets and outlines public spending priorities.
  • D. Office for Budget Responsibility
    The Office for Budget Responsibility is the United Kingdom’s independent fiscal watchdog, responsible for producing economic forecasts and assessing the sustainability of public finances.
  • E. Directorate-General for Budget
    The Directorate-General for Budget is the European Commission department responsible for planning, managing, and overseeing the European Union’s budget.
  • 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_69a8860568888190a32cd9f70acbba42 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90a6537e0819082b966023e0c0583 completed March 5, 2026, 4:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad60a73a288190a659e2a1f09ba524 completed March 8, 2026, 11:42 a.m.
NEDg Description generation batch_69ad61323b308190b883c4bf2c3ca1bf completed March 8, 2026, 11:44 a.m.
NED2 Entity disambiguation (via description) batch_69ad622acf5881908add72069bd2f060 completed March 8, 2026, 11:48 a.m.
Created at: March 4, 2026, 7:29 p.m.