Triple

T18032406
Position Surface form Disambiguated ID Type / Status
Subject Department of Finance E431422 entity
Predicate preparesDocument P129526 FINISHED
Object Medium-Term Fiscal Strategy
The Medium-Term Fiscal Strategy is a government policy framework that outlines planned budgetary, revenue, and expenditure settings over several years to ensure fiscal sustainability and support economic objectives.
E1068053 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: Medium-Term Fiscal Strategy | Statement: [Department of Finance, preparesDocument, Medium-Term Fiscal Strategy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Medium-Term Fiscal Strategy
Context triple: [Department of Finance, preparesDocument, Medium-Term Fiscal Strategy]
  • A. Fiscal Strategy Report
    The Fiscal Strategy Report is a key New Zealand government document that outlines the government's medium-term fiscal policy objectives, priorities, and projections to guide budget decisions and ensure responsible financial management.
  • B. Medium Term Budgetary Framework
    The Medium Term Budgetary Framework is a multi-year public financial planning and budgeting tool that links policy priorities to resource allocation to improve fiscal discipline and budget predictability.
  • C. Medium‑Term Financial Strategy (Scotland)
    Medium‑Term Financial Strategy (Scotland) is the Scottish Government’s multi‑year fiscal framework document that sets out its approach to taxation, spending, and overall public finances.
  • D. Half Year Economic and Fiscal Update
    The Half Year Economic and Fiscal Update is a mid-year report by the New Zealand government that provides updated forecasts and analysis of the country’s economic and fiscal outlook.
  • E. Economic and fiscal outlook
    The Economic and fiscal outlook is the UK Office for Budget Responsibility’s flagship report providing independent forecasts and analysis of the country’s public finances and wider economy.
  • 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: Medium-Term Fiscal Strategy
Triple: [Department of Finance, preparesDocument, Medium-Term Fiscal Strategy]
Generated description
The Medium-Term Fiscal Strategy is a government policy framework that outlines planned budgetary, revenue, and expenditure settings over several years to ensure fiscal sustainability and support economic objectives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Medium-Term Fiscal Strategy
Target entity description: The Medium-Term Fiscal Strategy is a government policy framework that outlines planned budgetary, revenue, and expenditure settings over several years to ensure fiscal sustainability and support economic objectives.
  • A. Fiscal Strategy Report
    The Fiscal Strategy Report is a key New Zealand government document that outlines the government's medium-term fiscal policy objectives, priorities, and projections to guide budget decisions and ensure responsible financial management.
  • B. Medium Term Budgetary Framework chosen
    The Medium Term Budgetary Framework is a multi-year public financial planning and budgeting tool that links policy priorities to resource allocation to improve fiscal discipline and budget predictability.
  • C. Medium‑Term Financial Strategy (Scotland)
    Medium‑Term Financial Strategy (Scotland) is the Scottish Government’s multi‑year fiscal framework document that sets out its approach to taxation, spending, and overall public finances.
  • D. Half Year Economic and Fiscal Update
    The Half Year Economic and Fiscal Update is a mid-year report by the New Zealand government that provides updated forecasts and analysis of the country’s economic and fiscal outlook.
  • E. Economic and fiscal outlook
    The Economic and fiscal outlook is the UK Office for Budget Responsibility’s flagship report providing independent forecasts and analysis of the country’s public finances and wider economy.
  • 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_69d8b9050fb48190890155145deb0a66 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4be36724c8190aeae7444365a0851 completed April 19, 2026, 11:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0349af4b14819080e11af78b93d00a completed May 12, 2026, 3:39 p.m.
NEDg Description generation batch_6a034c5c2f6c81909582d40a256183e5 completed May 12, 2026, 3:50 p.m.
NED2 Entity disambiguation (via description) batch_6a034d3e53fc8190b6afd40f6bdc7883 completed May 12, 2026, 3:54 p.m.
Created at: April 10, 2026, 10:25 a.m.