Triple

T10924681
Position Surface form Disambiguated ID Type / Status
Subject Cabinet Secretary for the National Treasury E258034 entity
Predicate legalFramework P125 FINISHED
Object Public Finance Management Act of Kenya
The Public Finance Management Act of Kenya is a key law that governs how public funds are raised, managed, and accounted for across national and county governments, defining the roles and responsibilities of financial authorities including the National Treasury.
E894074 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 of Kenya | Statement: [Cabinet Secretary for the National Treasury, legalFramework, Public Finance Management Act of Kenya]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Finance Management Act of Kenya
Context triple: [Cabinet Secretary for the National Treasury, legalFramework, Public Finance Management Act of Kenya]
  • A. national fiscal framework of Kenya
    The national fiscal framework of Kenya is the overarching system of policies, laws, and procedures that guide the country’s budgeting, revenue collection, public spending, and debt management.
  • B. 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.
  • C. Public Finance Act of Poland
    The Public Finance Act of Poland is a key legal framework that regulates the management, accountability, and control of public funds and the State Treasury within the Polish public finance system.
  • D. 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.
  • E. Kenyan Ministry of Finance
    The Kenyan Ministry of Finance is the government department responsible for managing Kenya’s public finances, including budgeting, taxation, and economic policy.
  • 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 of Kenya
Triple: [Cabinet Secretary for the National Treasury, legalFramework, Public Finance Management Act of Kenya]
Generated description
The Public Finance Management Act of Kenya is a key law that governs how public funds are raised, managed, and accounted for across national and county governments, defining the roles and responsibilities of financial authorities including the National Treasury.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Finance Management Act of Kenya
Target entity description: The Public Finance Management Act of Kenya is a key law that governs how public funds are raised, managed, and accounted for across national and county governments, defining the roles and responsibilities of financial authorities including the National Treasury.
  • A. national fiscal framework of Kenya
    The national fiscal framework of Kenya is the overarching system of policies, laws, and procedures that guide the country’s budgeting, revenue collection, public spending, and debt management.
  • B. 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.
  • C. Public Finance Act of Poland
    The Public Finance Act of Poland is a key legal framework that regulates the management, accountability, and control of public funds and the State Treasury within the Polish public finance system.
  • D. 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.
  • E. Kenyan Ministry of Finance
    The Kenyan Ministry of Finance is the government department responsible for managing Kenya’s public finances, including budgeting, taxation, and economic policy.
  • 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.