Triple

T277760
Position Surface form Disambiguated ID Type / Status
Subject Autumn Statement E5285 entity
Predicate relatedTo P37 FINISHED
Object Spending Review
The Spending Review is a periodic UK government process that sets multi-year departmental budgets and outlines public spending priorities.
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: Spending Review | Statement: [Autumn Statement, relatedTo, Spending Review]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Spending Review
Context triple: [Autumn Statement, relatedTo, Spending Review]
  • A. Autumn Statement
    The Autumn Statement is a key annual fiscal policy update delivered by the UK government outlining economic forecasts, tax changes, and public spending plans.
  • B. 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.
  • C. OpenSpending
    OpenSpending is an open data project and platform that collects, visualizes, and makes government and public financial information accessible and analyzable.
  • D. A Tract on Monetary Reform
    A Tract on Monetary Reform is an influential 1923 book by economist John Maynard Keynes that analyzes post–World War I inflation and advocates for pragmatic monetary policy and currency stabilization.
  • E. Montford Reforms
    The Montford Reforms were a set of constitutional changes introduced by the British government in 1919 that expanded limited self-governance in colonial India through dyarchy in the provinces and increased Indian participation in legislative councils.
  • 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: Spending Review
Triple: [Autumn Statement, relatedTo, Spending Review]
Generated description
The Spending Review is a periodic UK government process that sets multi-year departmental budgets and outlines public spending priorities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Spending Review
Target entity description: The Spending Review is a periodic UK government process that sets multi-year departmental budgets and outlines public spending priorities.
  • A. Autumn Statement
    The Autumn Statement is a key annual fiscal policy update delivered by the UK government outlining economic forecasts, tax changes, and public spending plans.
  • B. 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.
  • C. OpenSpending
    OpenSpending is an open data project and platform that collects, visualizes, and makes government and public financial information accessible and analyzable.
  • D. A Tract on Monetary Reform
    A Tract on Monetary Reform is an influential 1923 book by economist John Maynard Keynes that analyzes post–World War I inflation and advocates for pragmatic monetary policy and currency stabilization.
  • E. Montford Reforms
    The Montford Reforms were a set of constitutional changes introduced by the British government in 1919 that expanded limited self-governance in colonial India through dyarchy in the provinces and increased Indian participation in legislative councils.
  • 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_69a257e6c8788190987dfe705ca2912a completed Feb. 28, 2026, 2:50 a.m.
NER Named-entity recognition batch_69a25dee7830819087f153769a8496b9 completed Feb. 28, 2026, 3:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69a39153528c8190a0f1e69a3f94b305 completed March 1, 2026, 1:07 a.m.
NEDg Description generation batch_69a391aa604481909f1b08f7eb9709f4 completed March 1, 2026, 1:08 a.m.
NED2 Entity disambiguation (via description) batch_69a3922dd17c819099bcc68a19f48e10 completed March 1, 2026, 1:11 a.m.
Created at: Feb. 28, 2026, 2:59 a.m.