Triple
T10924720
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | national fiscal framework of Kenya |
E258035
|
entity |
| Predicate | guidedBy |
P12723
|
FINISHED |
| Object |
Fiscal Responsibility Principles of Kenya
The Fiscal Responsibility Principles of Kenya are a set of legal and policy guidelines that govern how the Kenyan government manages public finances to ensure sustainability, accountability, and prudent use of resources.
|
E258035
|
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: Fiscal Responsibility Principles of Kenya | Statement: [national fiscal framework of Kenya, guidedBy, Fiscal Responsibility Principles of Kenya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fiscal Responsibility Principles of Kenya Context triple: [national fiscal framework of Kenya, guidedBy, Fiscal Responsibility Principles 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.
Principles of Public Finance
Principles of Public Finance is a foundational economics text that systematically analyzes government revenue, expenditure, and fiscal policy within the framework of public finance theory.
-
C.
Public Principles of Public Debt
Public Principles of Public Debt is a seminal economic treatise by James M. Buchanan that challenges conventional views on government borrowing and its intergenerational implications.
-
D.
Charter for Budget Responsibility
The Charter for Budget Responsibility is a UK government framework that sets out the fiscal rules and objectives guiding the Office for Budget Responsibility’s oversight of public finances.
-
E.
Fiscal Strategy Report
The Fiscal Strategy Report is a key New Zealand government document that outlines the government's medium-term fiscal policy objectives, priorities, and projections to guide budget decisions and ensure responsible financial management.
- 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: Fiscal Responsibility Principles of Kenya Triple: [national fiscal framework of Kenya, guidedBy, Fiscal Responsibility Principles of Kenya]
Generated description
The Fiscal Responsibility Principles of Kenya are a set of legal and policy guidelines that govern how the Kenyan government manages public finances to ensure sustainability, accountability, and prudent use of resources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fiscal Responsibility Principles of Kenya Target entity description: The Fiscal Responsibility Principles of Kenya are a set of legal and policy guidelines that govern how the Kenyan government manages public finances to ensure sustainability, accountability, and prudent use of resources.
-
A.
national fiscal framework of Kenya
chosen
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.
Principles of Public Finance
Principles of Public Finance is a foundational economics text that systematically analyzes government revenue, expenditure, and fiscal policy within the framework of public finance theory.
-
C.
Public Principles of Public Debt
Public Principles of Public Debt is a seminal economic treatise by James M. Buchanan that challenges conventional views on government borrowing and its intergenerational implications.
-
D.
Charter for Budget Responsibility
The Charter for Budget Responsibility is a UK government framework that sets out the fiscal rules and objectives guiding the Office for Budget Responsibility’s oversight of public finances.
-
E.
Fiscal Strategy Report
The Fiscal Strategy Report is a key New Zealand government document that outlines the government's medium-term fiscal policy objectives, priorities, and projections to guide budget decisions and ensure responsible financial management.
- 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_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.