Triple
T10924740
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | national fiscal framework of Kenya |
E258035
|
entity |
| Predicate | regulates |
P46
|
FINISHED |
| Object |
equalization fund of Kenya
The equalization fund of Kenya is a government financing mechanism designed to channel additional resources to marginalized and underdeveloped regions to promote more balanced national development.
|
E894082
|
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: equalization fund of Kenya | Statement: [national fiscal framework of Kenya, regulates, equalization fund of Kenya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: equalization fund of Kenya Context triple: [national fiscal framework of Kenya, regulates, equalization fund of Kenya]
-
A.
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.
-
B.
Retirement Benefits Authority of Kenya
The Retirement Benefits Authority of Kenya is a government regulatory agency responsible for supervising and promoting the retirement benefits and pension sector in Kenya.
-
C.
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.
-
D.
Central Bank of Kenya
The Central Bank of Kenya is the country’s primary monetary authority, responsible for issuing currency, formulating and implementing monetary policy, and regulating the banking sector.
-
E.
shilingi ya Kenya
Shilingi ya Kenya is the official currency of Kenya, issued by the Central Bank of Kenya and used for everyday transactions throughout the country.
- 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: equalization fund of Kenya Triple: [national fiscal framework of Kenya, regulates, equalization fund of Kenya]
Generated description
The equalization fund of Kenya is a government financing mechanism designed to channel additional resources to marginalized and underdeveloped regions to promote more balanced national development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: equalization fund of Kenya Target entity description: The equalization fund of Kenya is a government financing mechanism designed to channel additional resources to marginalized and underdeveloped regions to promote more balanced national development.
-
A.
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.
-
B.
Retirement Benefits Authority of Kenya
The Retirement Benefits Authority of Kenya is a government regulatory agency responsible for supervising and promoting the retirement benefits and pension sector in Kenya.
-
C.
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.
-
D.
Central Bank of Kenya
The Central Bank of Kenya is the country’s primary monetary authority, responsible for issuing currency, formulating and implementing monetary policy, and regulating the banking sector.
-
E.
shilingi ya Kenya
Shilingi ya Kenya is the official currency of Kenya, issued by the Central Bank of Kenya and used for everyday transactions throughout the country.
- 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.