Triple

T10924708
Position Surface form Disambiguated ID Type / Status
Subject national fiscal framework of Kenya E258035 entity
Predicate governingLaw P125 FINISHED
Object 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.
E894076 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 Audit Act 2015 | Statement: [national fiscal framework of Kenya, governingLaw, Public Audit Act 2015]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Audit Act 2015
Context triple: [national fiscal framework of Kenya, governingLaw, Public Audit Act 2015]
  • A. 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.
  • B. National Audit Act 1983
    The National Audit Act 1983 is a UK law that reformed public sector financial oversight by strengthening the independence and powers of the Comptroller and Auditor General and the National Audit Office.
  • C. 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.
  • D. 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.
  • E. Freedom of Information Act 2000
    The Freedom of Information Act 2000 is a UK law that grants the public a general right of access to information held by public authorities, subject to certain exemptions.
  • 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 Audit Act 2015
Triple: [national fiscal framework of Kenya, governingLaw, Public Audit Act 2015]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Audit Act 2015
Target entity description: 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.
  • A. 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.
  • B. National Audit Act 1983
    The National Audit Act 1983 is a UK law that reformed public sector financial oversight by strengthening the independence and powers of the Comptroller and Auditor General and the National Audit Office.
  • C. 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.
  • D. 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.
  • E. Freedom of Information Act 2000
    The Freedom of Information Act 2000 is a UK law that grants the public a general right of access to information held by public authorities, subject to certain exemptions.
  • 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_69d6aa864ed88190818280ab6791d065 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7708f7ab48190b60a4bb8fdb17c8e completed April 9, 2026, 9:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e217369b648190914c58db6f6e0200 completed April 17, 2026, 11:19 a.m.
NEDg Description generation batch_69e21d8a2e6881909b33cbe4ab919315 completed April 17, 2026, 11:46 a.m.
NED2 Entity disambiguation (via description) batch_69e21eaa1e9881909f3b276e0ff0c511 completed April 17, 2026, 11:51 a.m.
Created at: April 8, 2026, 9:22 p.m.