Triple

T17382024
Position Surface form Disambiguated ID Type / Status
Subject Audit Commission Act 1998 E422590 entity
Predicate affectedBy P9 FINISHED
Object Local Audit and Accountability Act 2014
The Local Audit and Accountability Act 2014 is a UK law that reformed the audit and accountability framework for local public bodies, including abolishing the Audit Commission and establishing new arrangements for local audit.
E1266167 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: Local Audit and Accountability Act 2014 | Statement: [Audit Commission Act 1998, affectedBy, Local Audit and Accountability Act 2014]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Local Audit and Accountability Act 2014
Context triple: [Audit Commission Act 1998, affectedBy, Local Audit and Accountability Act 2014]
  • A. Public Audit Act 2015
    The Public Audit Act 2015 is a Kenyan law that establishes the mandate, powers, and operational framework of the Auditor-General to ensure transparency and accountability in the use of public funds.
  • B. Public Governance, Performance and Accountability Act 2013
    The Public Governance, Performance and Accountability Act 2013 is an Australian federal law that sets out the core governance, financial management, and performance reporting framework for Commonwealth entities and officials.
  • C. Public Audit Act 2001
    The Public Audit Act 2001 is New Zealand legislation that defines the powers, functions, and independence of the Controller and Auditor-General in overseeing public sector financial management and accountability.
  • D. Audit Commission Act 1998
    The Audit Commission Act 1998 is a UK statute that established the framework for auditing local government and certain public bodies, defining the powers and duties of the Audit Commission and auditors.
  • E. National Accountability Ordinance, 1999
    The National Accountability Ordinance, 1999 is a Pakistani law that established the legal framework and powers of the National Accountability Bureau to investigate and prosecute corruption and financial crimes.
  • 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: Local Audit and Accountability Act 2014
Triple: [Audit Commission Act 1998, affectedBy, Local Audit and Accountability Act 2014]
Generated description
The Local Audit and Accountability Act 2014 is a UK law that reformed the audit and accountability framework for local public bodies, including abolishing the Audit Commission and establishing new arrangements for local audit.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Local Audit and Accountability Act 2014
Target entity description: The Local Audit and Accountability Act 2014 is a UK law that reformed the audit and accountability framework for local public bodies, including abolishing the Audit Commission and establishing new arrangements for local audit.
  • A. Public Audit Act 2015
    The Public Audit Act 2015 is a Kenyan law that establishes the mandate, powers, and operational framework of the Auditor-General to ensure transparency and accountability in the use of public funds.
  • B. Public Governance, Performance and Accountability Act 2013
    The Public Governance, Performance and Accountability Act 2013 is an Australian federal law that sets out the core governance, financial management, and performance reporting framework for Commonwealth entities and officials.
  • C. Public Audit Act 2001
    The Public Audit Act 2001 is New Zealand legislation that defines the powers, functions, and independence of the Controller and Auditor-General in overseeing public sector financial management and accountability.
  • D. Audit Commission Act 1998
    The Audit Commission Act 1998 is a UK statute that established the framework for auditing local government and certain public bodies, defining the powers and duties of the Audit Commission and auditors.
  • E. National Accountability Ordinance, 1999
    The National Accountability Ordinance, 1999 is a Pakistani law that established the legal framework and powers of the National Accountability Bureau to investigate and prosecute corruption and financial crimes.
  • 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_69d889d6535c81908be333c01deaec4e completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e43a86d8cc81909281b22f5da87d70 completed April 19, 2026, 2:14 a.m.
NED1 Entity disambiguation (via context triple) batch_6a019ff527a48190bc067819a26661eb completed May 11, 2026, 9:23 a.m.
NEDg Description generation batch_6a01a0d55d688190ad278f7189711773 completed May 11, 2026, 9:26 a.m.
NED2 Entity disambiguation (via description) batch_6a01a1b4b2888190bcd8c008567c9c1e completed May 11, 2026, 9:30 a.m.
Created at: April 10, 2026, 5:45 a.m.