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.