Triple
T1648402
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spending Review |
E35634
|
entity |
| Predicate | hasNotableExample |
P1259
|
FINISHED |
| Object | Spending Review 2010 |
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 2010 | Statement: [Spending Review, hasNotableExample, Spending Review 2010]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spending Review 2010 Context triple: [Spending Review, hasNotableExample, Spending Review 2010]
-
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.
People's Budget of 1909
The People's Budget of 1909 was a landmark British fiscal reform proposed by David Lloyd George that introduced unprecedented taxes on the wealthy to fund social welfare programs, triggering a constitutional crisis with the House of Lords.
-
E.
The Chapman Report
The Chapman Report is a 1962 American drama film, based on Irving Wallace’s novel, that explores the intimate lives and sexual attitudes of suburban women through the lens of a controversial research study.
- 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_69ad60a73a288190a659e2a1f09ba524 |
completed | March 8, 2026, 11:42 a.m. |
Created at: March 4, 2026, 7:29 p.m.