Triple

T10020949

Position	Surface form	Disambiguated ID	Type / Status
Subject	Constitution of Kenya	`E200606`	entity
Predicate	establishes	`P986`	FINISHED
Object	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.	`E836412`	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 Service Commission of Kenya | Statement: [Constitution of Kenya, establishes, Public Service Commission of Kenya]

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

Target entity: Public Service Commission of Kenya
Context triple: [Constitution of Kenya, establishes, Public Service Commission of Kenya]

A. Commission for University Education, Kenya
The Commission for University Education, Kenya is the government regulatory body responsible for overseeing quality assurance, standards, and accreditation of universities and higher education institutions in Kenya.
B. 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.
C. 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.
D. Cabinet of Kenya
The Cabinet of Kenya is the executive decision-making body of the Kenyan government, composed of the President, Deputy President, and appointed Cabinet Secretaries who oversee various ministries and implement national policy.
E. National Police Service of Kenya
The National Police Service of Kenya is the national law enforcement agency responsible for maintaining public order, preventing and investigating crime, and ensuring internal security across Kenya.
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 Service Commission of Kenya
Triple: [Constitution of Kenya, establishes, Public Service Commission of Kenya]

Generated description

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.

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

Target entity: Public Service Commission of Kenya
Target entity description: 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.

A. Commission for University Education, Kenya
The Commission for University Education, Kenya is the government regulatory body responsible for overseeing quality assurance, standards, and accreditation of universities and higher education institutions in Kenya.
B. 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.
C. 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.
D. Cabinet of Kenya
The Cabinet of Kenya is the executive decision-making body of the Kenyan government, composed of the President, Deputy President, and appointed Cabinet Secretaries who oversee various ministries and implement national policy.
E. National Police Service of Kenya
The National Police Service of Kenya is the national law enforcement agency responsible for maintaining public order, preventing and investigating crime, and ensuring internal security across Kenya.
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_69ca831c45f08190ac1505cc15076608`	completed	March 30, 2026, 2:05 p.m.
NER	Named-entity recognition	`batch_69cdcd79485881909df562bfff36ccf4`	completed	April 2, 2026, 1:59 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d26ab241848190a97dea745f6d2324`	completed	April 5, 2026, 1:59 p.m.
NEDg	Description generation	`batch_69d26b84271881909c3a1b8a05e2c8a2`	completed	April 5, 2026, 2:02 p.m.
NED2	Entity disambiguation (via description)	`batch_69d26f50dc008190866f0ba45b671560`	completed	April 5, 2026, 2:18 p.m.

Created at: March 30, 2026, 8:53 p.m.