Triple
T15341925
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Audit Office |
E366814
|
entity |
| Predicate | primaryFunction |
P88
|
FINISHED |
| Object |
Report to Parliament on value for money of public expenditure
The "Report to Parliament on value for money of public expenditure" is an official audit document that evaluates how efficiently and effectively public funds are used, providing independent scrutiny and accountability to the legislature.
|
E1152112
|
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: Report to Parliament on value for money of public expenditure | Statement: [National Audit Office, primaryFunction, Report to Parliament on value for money of public expenditure]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Report to Parliament on value for money of public expenditure Context triple: [National Audit Office, primaryFunction, Report to Parliament on value for money of public expenditure]
-
A.
Parliamentary Ombud for Scrutiny of the Public Administration
The Parliamentary Ombud for Scrutiny of the Public Administration is Norway’s independent parliamentary-appointed watchdog that investigates complaints and ensures that public authorities respect citizens’ rights and follow the law.
-
B.
Spending Review
The Spending Review is a periodic UK government process that sets multi-year departmental budgets and outlines public spending priorities.
-
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.
Tebbit Report
The Tebbit Report is a 1980s-era Conservative Party review authored by Norman Tebbit that examined and recommended reforms to the party’s organization and campaigning strategy in the UK.
-
E.
UK government’s Public Sector Transparency Board
The UK government’s Public Sector Transparency Board was an advisory body established to promote open data and transparency across the public sector, helping to shape policies on releasing government information to the public.
- 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: Report to Parliament on value for money of public expenditure Triple: [National Audit Office, primaryFunction, Report to Parliament on value for money of public expenditure]
Generated description
The "Report to Parliament on value for money of public expenditure" is an official audit document that evaluates how efficiently and effectively public funds are used, providing independent scrutiny and accountability to the legislature.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Report to Parliament on value for money of public expenditure Target entity description: The "Report to Parliament on value for money of public expenditure" is an official audit document that evaluates how efficiently and effectively public funds are used, providing independent scrutiny and accountability to the legislature.
-
A.
Parliamentary Ombud for Scrutiny of the Public Administration
The Parliamentary Ombud for Scrutiny of the Public Administration is Norway’s independent parliamentary-appointed watchdog that investigates complaints and ensures that public authorities respect citizens’ rights and follow the law.
-
B.
Spending Review
The Spending Review is a periodic UK government process that sets multi-year departmental budgets and outlines public spending priorities.
-
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.
Tebbit Report
The Tebbit Report is a 1980s-era Conservative Party review authored by Norman Tebbit that examined and recommended reforms to the party’s organization and campaigning strategy in the UK.
-
E.
UK government’s Public Sector Transparency Board
The UK government’s Public Sector Transparency Board was an advisory body established to promote open data and transparency across the public sector, helping to shape policies on releasing government information to the public.
- F. None of above. chosen
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_69d85a1355608190a6673ddb67231d54 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03e14d8088190876fceca75d12322 |
completed | April 16, 2026, 1:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff01f55e9881908612c4e384836fb5 |
completed | May 9, 2026, 9:44 a.m. |
| NEDg | Description generation | batch_69ff030970588190a793cd710e819635 |
completed | May 9, 2026, 9:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff04633de08190867ad3baec6b2b02 |
completed | May 9, 2026, 9:54 a.m. |
Created at: April 10, 2026, 3:17 a.m.