Triple
T2424641
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chief Secretary to the Treasury |
E53496
|
entity |
| Predicate | participatesIn |
P149
|
FINISHED |
| Object |
Cabinet committees on public expenditure
Cabinet committees on public expenditure are specialized UK government bodies that coordinate and oversee decisions on public spending and fiscal priorities across 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: Cabinet committees on public expenditure | Statement: [Chief Secretary to the Treasury, participatesIn, Cabinet committees on public expenditure]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cabinet committees on public expenditure Context triple: [Chief Secretary to the Treasury, participatesIn, Cabinet committees on public expenditure]
-
A.
Spending Review
The Spending Review is a periodic UK government process that sets multi-year departmental budgets and outlines public spending priorities.
-
B.
Annual Report of the Council of Economic Advisers
The Annual Report of the Council of Economic Advisers is a detailed analysis of current economic conditions and policy issues prepared each year by the Council of Economic Advisers for inclusion in the U.S. president’s Economic Report.
-
C.
New Zealand public sector reforms of the 1980s
The New Zealand public sector reforms of the 1980s were a sweeping program of neoliberal restructuring that transformed government departments into commercially oriented entities, introduced market mechanisms into public services, and significantly reduced the role of the state in the economy.
-
D.
Third Report on the Public Credit
Third Report on the Public Credit is Alexander Hamilton’s influential 1791 Treasury report to the U.S. Congress advocating federal support for manufacturing and industrial development as key to the nation’s economic strength.
-
E.
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.
- 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: Cabinet committees on public expenditure Triple: [Chief Secretary to the Treasury, participatesIn, Cabinet committees on public expenditure]
Generated description
Cabinet committees on public expenditure are specialized UK government bodies that coordinate and oversee decisions on public spending and fiscal priorities across departments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cabinet committees on public expenditure Target entity description: Cabinet committees on public expenditure are specialized UK government bodies that coordinate and oversee decisions on public spending and fiscal priorities across departments.
-
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.
Annual Report of the Council of Economic Advisers
The Annual Report of the Council of Economic Advisers is a detailed analysis of current economic conditions and policy issues prepared each year by the Council of Economic Advisers for inclusion in the U.S. president’s Economic Report.
-
C.
New Zealand public sector reforms of the 1980s
The New Zealand public sector reforms of the 1980s were a sweeping program of neoliberal restructuring that transformed government departments into commercially oriented entities, introduced market mechanisms into public services, and significantly reduced the role of the state in the economy.
-
D.
Third Report on the Public Credit
Third Report on the Public Credit is Alexander Hamilton’s influential 1791 Treasury report to the U.S. Congress advocating federal support for manufacturing and industrial development as key to the nation’s economic strength.
-
E.
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.
- 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_69ab495c44d48190b7235b23719bc3f6 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abc973aee08190b543492f436f3fe5 |
completed | March 7, 2026, 6:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aebf61088481909d79e822e4071456 |
completed | March 9, 2026, 12:38 p.m. |
| NEDg | Description generation | batch_69aec2e4fee481909704d329ad92f4ad |
completed | March 9, 2026, 12:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aec39bb6a4819084652814e18f60d4 |
completed | March 9, 2026, 12:56 p.m. |
Created at: March 6, 2026, 9:42 p.m.