Triple

T10924707
Position Surface form Disambiguated ID Type / Status
Subject national fiscal framework of Kenya E258035 entity
Predicate governingLaw P125 FINISHED
Object Public Finance Management Act 2012
The Public Finance Management Act 2012 is a Kenyan law that establishes the principles, structures, and procedures for managing public funds and overseeing national and county government finances.
E894075 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 Finance Management Act 2012 | Statement: [national fiscal framework of Kenya, governingLaw, Public Finance Management Act 2012]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Finance Management Act 2012
Context triple: [national fiscal framework of Kenya, governingLaw, Public Finance Management Act 2012]
  • A. Public Finance Management Act
    The Public Finance Management Act is a key South African law that governs how national and provincial government finances are managed, promoting transparency, accountability, and sound financial controls in the public sector.
  • B. Public Finance Act 1989
    The Public Finance Act 1989 is a key New Zealand statute that modernised government financial management by introducing accrual accounting, greater transparency, and stricter accountability for public sector spending.
  • C. Municipal Finance Management Act
    The Municipal Finance Management Act is a South African law that governs how municipalities plan, manage, and report on their financial affairs to ensure transparency, accountability, and sound fiscal management.
  • D. 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.
  • E. Local Government Finance Act 1992
    The Local Government Finance Act 1992 is a key UK statute that reformed local government funding arrangements and introduced the modern system of Council Tax.
  • 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 Finance Management Act 2012
Triple: [national fiscal framework of Kenya, governingLaw, Public Finance Management Act 2012]
Generated description
The Public Finance Management Act 2012 is a Kenyan law that establishes the principles, structures, and procedures for managing public funds and overseeing national and county government finances.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Finance Management Act 2012
Target entity description: The Public Finance Management Act 2012 is a Kenyan law that establishes the principles, structures, and procedures for managing public funds and overseeing national and county government finances.
  • A. Public Finance Management Act
    The Public Finance Management Act is a key South African law that governs how national and provincial government finances are managed, promoting transparency, accountability, and sound financial controls in the public sector.
  • B. Public Finance Act 1989
    The Public Finance Act 1989 is a key New Zealand statute that modernised government financial management by introducing accrual accounting, greater transparency, and stricter accountability for public sector spending.
  • C. Municipal Finance Management Act
    The Municipal Finance Management Act is a South African law that governs how municipalities plan, manage, and report on their financial affairs to ensure transparency, accountability, and sound fiscal management.
  • D. 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.
  • E. Local Government Finance Act 1992
    The Local Government Finance Act 1992 is a key UK statute that reformed local government funding arrangements and introduced the modern system of Council Tax.
  • 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.