Triple
T1314845
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | UK Shared Prosperity Fund |
E28077
|
entity |
| Predicate | announcedIn |
P430
|
FINISHED |
| Object | UK Spending Review 2020 |
E35634
|
NE FINISHED |
How this triple was built (2 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: UK Spending Review 2020 | Statement: [UK Shared Prosperity Fund, announcedIn, UK Spending Review 2020]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UK Spending Review 2020 Context triple: [UK Shared Prosperity Fund, announcedIn, UK Spending Review 2020]
-
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.
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.
-
C.
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.
-
D.
UK Shared Prosperity Fund
The UK Shared Prosperity Fund is a government funding programme designed to reduce regional inequalities and support local economic growth and community development across the United Kingdom.
-
E.
Fifth Periodic Review of Westminster constituencies
The Fifth Periodic Review of Westminster constituencies was a comprehensive review by the Boundary Commissions that redrew UK parliamentary constituency boundaries ahead of the 2010 general election.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a498532c3481909223b74af2e578df |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c1598f488190b01cf4c3f1e613a7 |
completed | March 1, 2026, 10:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acbaf16a84819089c3473113ae70f9 |
completed | March 7, 2026, 11:55 p.m. |
Created at: March 1, 2026, 7:55 p.m.