Triple
T18032406
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Department of Finance |
E431422
|
entity |
| Predicate | preparesDocument |
P129526
|
FINISHED |
| Object | Medium-Term Fiscal Strategy |
—
|
NE NERFINISHED |
How this triple was built (3 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.
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 (2 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. |
Created at: April 10, 2026, 10:25 a.m.