Triple
T15341931
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Audit Office |
E366814
|
entity |
| Predicate | overseesSpendingOf |
P118192
|
FINISHED |
| Object |
Non-departmental public bodies
Non-departmental public bodies are semi-independent public organizations in the UK that carry out specific governmental functions at arm’s length from ministers.
|
E1152113
|
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: Non-departmental public bodies | Statement: [National Audit Office, overseesSpendingOf, Non-departmental public bodies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Non-departmental public bodies Context triple: [National Audit Office, overseesSpendingOf, Non-departmental public bodies]
-
A.
UK executive agencies
UK executive agencies are government bodies in the United Kingdom that carry out executive functions and deliver public services on behalf of central government departments.
-
B.
National Portfolio Organisations
National Portfolio Organisations are a group of regularly funded arts and cultural institutions in England that receive long-term investment from Arts Council England to deliver high-quality, publicly accessible cultural work.
-
C.
Non-Governmental Organizations Branch
The Non-Governmental Organizations Branch is a United Nations office responsible for managing and supporting the participation of NGOs in the work of the UN, particularly through consultative status with the Economic and Social Council (ECOSOC).
-
D.
Independent Institutions Committee
The Independent Institutions Committee is a standing body of the Maldivian parliament (People’s Majlis) responsible for overseeing and reviewing the work and accountability of the country’s independent state institutions.
-
E.
Parliamentary and Health Service Ombudsman
The Parliamentary and Health Service Ombudsman is an independent UK body that investigates complaints about government departments, public organisations, and the National Health Service in England.
- 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: Non-departmental public bodies Triple: [National Audit Office, overseesSpendingOf, Non-departmental public bodies]
Generated description
Non-departmental public bodies are semi-independent public organizations in the UK that carry out specific governmental functions at arm’s length from ministers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Non-departmental public bodies Target entity description: Non-departmental public bodies are semi-independent public organizations in the UK that carry out specific governmental functions at arm’s length from ministers.
-
A.
UK executive agencies
UK executive agencies are government bodies in the United Kingdom that carry out executive functions and deliver public services on behalf of central government departments.
-
B.
National Portfolio Organisations
National Portfolio Organisations are a group of regularly funded arts and cultural institutions in England that receive long-term investment from Arts Council England to deliver high-quality, publicly accessible cultural work.
-
C.
Non-Governmental Organizations Branch
The Non-Governmental Organizations Branch is a United Nations office responsible for managing and supporting the participation of NGOs in the work of the UN, particularly through consultative status with the Economic and Social Council (ECOSOC).
-
D.
Independent Institutions Committee
The Independent Institutions Committee is a standing body of the Maldivian parliament (People’s Majlis) responsible for overseeing and reviewing the work and accountability of the country’s independent state institutions.
-
E.
Parliamentary and Health Service Ombudsman
The Parliamentary and Health Service Ombudsman is an independent UK body that investigates complaints about government departments, public organisations, and the National Health Service in England.
- 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.