Triple
T1648375
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spending Review |
E35634
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
Departmental Expenditure Limits
Departmental Expenditure Limits are multi-year budgetary caps set by the UK government to control and plan the spending of individual government departments.
|
E35634
|
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: Departmental Expenditure Limits | Statement: [Spending Review, includes, Departmental Expenditure Limits]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Departmental Expenditure Limits Context triple: [Spending Review, includes, Departmental Expenditure Limits]
-
A.
Department of Expenditure
The Department of Expenditure is a key arm of India’s Ministry of Finance responsible for managing government spending, financial rules, and budgetary control across central ministries and departments.
-
B.
Office of Budget Execution
The Office of Budget Execution is a District of Columbia government unit responsible for managing and monitoring the implementation of the city’s approved budget under the Chief Financial Officer.
-
C.
Spending Review
The Spending Review is a periodic UK government process that sets multi-year departmental budgets and outlines public spending priorities.
-
D.
Office for Budget Responsibility
The Office for Budget Responsibility is the United Kingdom’s independent fiscal watchdog, responsible for producing economic forecasts and assessing the sustainability of public finances.
-
E.
Directorate-General for Budget
The Directorate-General for Budget is the European Commission department responsible for planning, managing, and overseeing the European Union’s budget.
- 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: Departmental Expenditure Limits Triple: [Spending Review, includes, Departmental Expenditure Limits]
Generated description
Departmental Expenditure Limits are multi-year budgetary caps set by the UK government to control and plan the spending of individual government departments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Departmental Expenditure Limits Target entity description: Departmental Expenditure Limits are multi-year budgetary caps set by the UK government to control and plan the spending of individual government departments.
-
A.
Department of Expenditure
The Department of Expenditure is a key arm of India’s Ministry of Finance responsible for managing government spending, financial rules, and budgetary control across central ministries and departments.
-
B.
Office of Budget Execution
The Office of Budget Execution is a District of Columbia government unit responsible for managing and monitoring the implementation of the city’s approved budget under the Chief Financial Officer.
-
C.
Spending Review
chosen
The Spending Review is a periodic UK government process that sets multi-year departmental budgets and outlines public spending priorities.
-
D.
Office for Budget Responsibility
The Office for Budget Responsibility is the United Kingdom’s independent fiscal watchdog, responsible for producing economic forecasts and assessing the sustainability of public finances.
-
E.
Directorate-General for Budget
The Directorate-General for Budget is the European Commission department responsible for planning, managing, and overseeing the European Union’s budget.
- 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_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. |
| NEDg | Description generation | batch_69ad61323b308190b883c4bf2c3ca1bf |
completed | March 8, 2026, 11:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad622acf5881908add72069bd2f060 |
completed | March 8, 2026, 11:48 a.m. |
Created at: March 4, 2026, 7:29 p.m.