Triple

T8621079

Position	Surface form	Disambiguated ID	Type / Status
Subject	Commission for University Education, Kenya	`E204163`	entity
Predicate	collaboratesWith	`P37`	FINISHED
Object	Kenya National Qualifications Authority The Kenya National Qualifications Authority is a government agency responsible for developing, managing, and coordinating a national qualifications framework to ensure comparability, quality, and recognition of education and training in Kenya.	`E746646`	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: Kenya National Qualifications Authority | Statement: [Commission for University Education, Kenya, collaboratesWith, Kenya National Qualifications Authority]

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

Target entity: Kenya National Qualifications Authority
Context triple: [Commission for University Education, Kenya, collaboratesWith, Kenya National Qualifications Authority]

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. South African Qualifications Authority
The South African Qualifications Authority is a statutory body responsible for overseeing the development, implementation, and quality assurance of the National Qualifications Framework in South Africa.
C. New Zealand Qualifications Authority
The New Zealand Qualifications Authority is the government agency responsible for overseeing and regulating the national qualifications framework and ensuring the quality and standards of education and assessment in New Zealand.
D. Kenya Veterinary Board
The Kenya Veterinary Board is the statutory regulatory authority responsible for overseeing veterinary education, registration, and professional standards for veterinary practitioners in Kenya.
E. Ghana Tertiary Education Commission
The Ghana Tertiary Education Commission is the national regulatory body responsible for overseeing, coordinating, and ensuring quality standards across universities and other tertiary institutions in Ghana.
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: Kenya National Qualifications Authority
Triple: [Commission for University Education, Kenya, collaboratesWith, Kenya National Qualifications Authority]

Generated description

The Kenya National Qualifications Authority is a government agency responsible for developing, managing, and coordinating a national qualifications framework to ensure comparability, quality, and recognition of education and training in Kenya.

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

Target entity: Kenya National Qualifications Authority
Target entity description: The Kenya National Qualifications Authority is a government agency responsible for developing, managing, and coordinating a national qualifications framework to ensure comparability, quality, and recognition of education and training in 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. South African Qualifications Authority
The South African Qualifications Authority is a statutory body responsible for overseeing the development, implementation, and quality assurance of the National Qualifications Framework in South Africa.
C. New Zealand Qualifications Authority
The New Zealand Qualifications Authority is the government agency responsible for overseeing and regulating the national qualifications framework and ensuring the quality and standards of education and assessment in New Zealand.
D. Kenya Veterinary Board
The Kenya Veterinary Board is the statutory regulatory authority responsible for overseeing veterinary education, registration, and professional standards for veterinary practitioners in Kenya.
E. Ghana Tertiary Education Commission
The Ghana Tertiary Education Commission is the national regulatory body responsible for overseeing, coordinating, and ensuring quality standards across universities and other tertiary institutions in Ghana.
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_69ca832ceab8819096e4a9f546695079`	completed	March 30, 2026, 2:05 p.m.
NER	Named-entity recognition	`batch_69cc47167b188190b5d9a113db9b9511`	completed	March 31, 2026, 10:13 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69cebbdd6aac819091f6dd12815c3d94`	completed	April 2, 2026, 6:56 p.m.
NEDg	Description generation	`batch_69cebda8e7f4819083b6885f874554f1`	completed	April 2, 2026, 7:04 p.m.
NED2	Entity disambiguation (via description)	`batch_69cebe5df4888190bf741e332af3e21e`	completed	April 2, 2026, 7:07 p.m.

Created at: March 30, 2026, 6:26 p.m.