Triple

T10924724

Position	Surface form	Disambiguated ID	Type / Status
Subject	national fiscal framework of Kenya	`E258035`	entity
Predicate	administeredBy	`P86`	FINISHED
Object	Office of the Auditor-General of Kenya The Office of the Auditor-General of Kenya is an independent constitutional institution responsible for auditing and overseeing the use of public funds across national and county governments to promote transparency and accountability.	`E894081`	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: Office of the Auditor-General of Kenya | Statement: [national fiscal framework of Kenya, administeredBy, Office of the Auditor-General of Kenya]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Office of the Auditor-General of Kenya
Context triple: [national fiscal framework of Kenya, administeredBy, Office of the Auditor-General 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. Ministry of Kenya
The Ministry of Kenya is a central government department responsible for implementing national policies and programs under the leadership of a Cabinet Secretary.
C. Public Service Commission of Kenya
The Public Service Commission of Kenya is an independent constitutional body responsible for overseeing the recruitment, management, and discipline of public servants in Kenya’s civil service.
D. Government of Kenya
The Government of Kenya is the central governing authority of the Republic of Kenya, responsible for national policy, administration, and public services across the country.
E. Office of the President of Kenya
The Office of the President of Kenya is the central executive institution that supports and coordinates the functions, duties, and agenda of the Kenyan head of state and government.
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: Office of the Auditor-General of Kenya
Triple: [national fiscal framework of Kenya, administeredBy, Office of the Auditor-General of Kenya]

Generated description

The Office of the Auditor-General of Kenya is an independent constitutional institution responsible for auditing and overseeing the use of public funds across national and county governments to promote transparency and accountability.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Office of the Auditor-General of Kenya
Target entity description: The Office of the Auditor-General of Kenya is an independent constitutional institution responsible for auditing and overseeing the use of public funds across national and county governments to promote transparency and accountability.

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. Ministry of Kenya
The Ministry of Kenya is a central government department responsible for implementing national policies and programs under the leadership of a Cabinet Secretary.
C. Public Service Commission of Kenya
The Public Service Commission of Kenya is an independent constitutional body responsible for overseeing the recruitment, management, and discipline of public servants in Kenya’s civil service.
D. Government of Kenya
The Government of Kenya is the central governing authority of the Republic of Kenya, responsible for national policy, administration, and public services across the country.
E. Office of the President of Kenya
The Office of the President of Kenya is the central executive institution that supports and coordinates the functions, duties, and agenda of the Kenyan head of state and government.
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.