Triple

T10021095

Position	Surface form	Disambiguated ID	Type / Status
Subject	Cabinet Secretary of Kenya	`E200609`	entity
Predicate	supervises	`P258`	FINISHED
Object	Principal Secretaries of Kenya Principal Secretaries of Kenya are senior government officials who head ministries’ administrative and technical functions, serving as the top civil service executives under Cabinet Secretaries.	`E836420`	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: Principal Secretaries of Kenya | Statement: [Cabinet Secretary of Kenya, supervises, Principal Secretaries of Kenya]

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

Target entity: Principal Secretaries of Kenya
Context triple: [Cabinet Secretary of Kenya, supervises, Principal Secretaries of Kenya]

A. Cabinet Secretaries of Kenya
Cabinet Secretaries of Kenya are the top executive officials heading government ministries, appointed by the President to implement national policies and manage public administration.
B. 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.
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. Office of the Deputy President of Kenya
The Office of the Deputy President of Kenya is the high-level executive institution that supports and coordinates the duties, functions, and political agenda of Kenya’s Deputy President within the national government.
E. Chief of Staff, Office of the President of Kenya
The Chief of Staff, Office of the President of Kenya, is the senior official who manages the President’s executive office, coordinates government policy implementation, and oversees key presidential advisors and communications.
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: Principal Secretaries of Kenya
Triple: [Cabinet Secretary of Kenya, supervises, Principal Secretaries of Kenya]

Generated description

Principal Secretaries of Kenya are senior government officials who head ministries’ administrative and technical functions, serving as the top civil service executives under Cabinet Secretaries.

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

Target entity: Principal Secretaries of Kenya
Target entity description: Principal Secretaries of Kenya are senior government officials who head ministries’ administrative and technical functions, serving as the top civil service executives under Cabinet Secretaries.

A. Cabinet Secretaries of Kenya
Cabinet Secretaries of Kenya are the top executive officials heading government ministries, appointed by the President to implement national policies and manage public administration.
B. 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.
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. Office of the Deputy President of Kenya
The Office of the Deputy President of Kenya is the high-level executive institution that supports and coordinates the duties, functions, and political agenda of Kenya’s Deputy President within the national government.
E. Chief of Staff, Office of the President of Kenya
The Chief of Staff, Office of the President of Kenya, is the senior official who manages the President’s executive office, coordinates government policy implementation, and oversees key presidential advisors and communications.
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.