Triple

T15341942
Position Surface form Disambiguated ID Type / Status
Subject National Audit Office E366814 entity
Predicate worksWith P398 FINISHED
Object Public Accounts Committee
The Public Accounts Committee is a key parliamentary body in the United Kingdom responsible for scrutinizing government expenditure to ensure it is effective, efficient, and accountable to taxpayers.
 E328807 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: Public Accounts Committee | Statement: [National Audit Office, worksWith, Public Accounts Committee]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Public Accounts Committee
Context triple: [National Audit Office, worksWith, Public Accounts Committee]
  • A. Public Accounts Committee
    The Public Accounts Committee is a key oversight body in the Nigerian legislature responsible for examining government expenditures and ensuring public funds are used lawfully and efficiently.
  • B. Public Accounts Committee
    The Public Accounts Committee is a legislative oversight body in Dominica responsible for examining government expenditures and ensuring public funds are used lawfully and efficiently.
  • C. Public Accounts Committee
    The Public Accounts Committee is a key parliamentary body in Uganda responsible for scrutinizing government expenditures and ensuring accountability in the use of public funds.
  • D. Public Accounts Committee
    The Public Accounts Committee is a legislative oversight body in the Bahamas responsible for examining government expenditures and ensuring public funds are used transparently and in accordance with the law.
  • E. Public Accounts Committee
    The Public Accounts Committee is a parliamentary body in Nauru responsible for scrutinizing government finances and ensuring accountability in public expenditure.
  • 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: Public Accounts Committee
Triple: [National Audit Office, worksWith, Public Accounts Committee]
Generated description
The Public Accounts Committee is a key parliamentary body in the United Kingdom responsible for scrutinizing government expenditure to ensure it is effective, efficient, and accountable to taxpayers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Public Accounts Committee
Target entity description: The Public Accounts Committee is a key parliamentary body in the United Kingdom responsible for scrutinizing government expenditure to ensure it is effective, efficient, and accountable to taxpayers.
  • A. Public Accounts Committee chosen
    The Public Accounts Committee is a key legislative body that scrutinizes government expenditures to ensure they are lawful, efficient, and in line with the budget approved by the legislature.
  • B. Public Accounts Committee
    The Public Accounts Committee is a scrutiny body that examines how public funds are spent and ensures financial accountability within Jersey’s government.
  • C. Public Accounts Committee
    The Public Accounts Committee is a key oversight body in the Nigerian legislature responsible for examining government expenditures and ensuring public funds are used lawfully and efficiently.
  • D. Public Accounts Committee
    The Public Accounts Committee is a key parliamentary body in Uganda responsible for scrutinizing government expenditures and ensuring accountability in the use of public funds.
  • E. Public Accounts Committee
    The Public Accounts Committee is a legislative oversight body in the Bahamas responsible for examining government expenditures and ensuring public funds are used transparently and in accordance with the law.
  • 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_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_69ff1a67adf88190bbe15040761d235e completed May 9, 2026, 11:28 a.m.
NEDg Description generation batch_69ff1b4c13e08190b2ccee59da02d0ae completed May 9, 2026, 11:32 a.m.
NED2 Entity disambiguation (via description) batch_69ff1bde8914819087d5d2ac88de34aa completed May 9, 2026, 11:34 a.m.
Created at: April 10, 2026, 3:17 a.m.