Triple
T1648404
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spending Review |
E35634
|
entity |
| Predicate | hasNotableExample |
P1259
|
FINISHED |
| Object | 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: Spending Review 2020 | Statement: [Spending Review, hasNotableExample, Spending Review 2020]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spending Review 2020 Context triple: [Spending Review, hasNotableExample, 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.
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.
-
C.
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.
-
D.
Public Expenditure Survey system
The Public Expenditure Survey system was a former UK government framework for planning, controlling, and reviewing public spending across departments.
-
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_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_69ad71a8c22c8190b7f2883dfbd1403f |
completed | March 8, 2026, 12:55 p.m. |
Created at: March 4, 2026, 7:29 p.m.