Triple

T6823765

Position	Surface form	Disambiguated ID	Type / Status
Subject	Kumasi College of Science and Technology	`E156962`	entity
Predicate	successor	`P78`	FINISHED
Object	Kwame Nkrumah University of Science and Technology Kwame Nkrumah University of Science and Technology is a leading public research university in Kumasi, Ghana, renowned for its science, technology, engineering, and architecture programs.	`E156962`	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: Kwame Nkrumah University of Science and Technology | Statement: [Kumasi College of Science and Technology, successor, Kwame Nkrumah University of Science and Technology]

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

Target entity: Kwame Nkrumah University of Science and Technology
Context triple: [Kumasi College of Science and Technology, successor, Kwame Nkrumah University of Science and Technology]

A. University of Ghana
The University of Ghana is the country’s oldest and largest public university, renowned as a leading center of higher education and research in West Africa.
B. Kumasi College of Science and Technology
Kumasi College of Science and Technology was a higher education institution in Ghana that later became part of Kwame Nkrumah University of Science and Technology (KNUST), one of the country’s leading science and technology universities.
C. Takoradi Technical University
Takoradi Technical University is a public technical higher education institution in Ghana known for offering career-focused engineering, applied science, and vocational programs.
D. Cape Coast Technical University
Cape Coast Technical University is a public tertiary institution in Cape Coast, Ghana, specializing in technical and vocational education and training.
E. University of Professional Studies Accra
The University of Professional Studies Accra is a public university in Ghana renowned for its focus on business, management, and professional studies.
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: Kwame Nkrumah University of Science and Technology
Triple: [Kumasi College of Science and Technology, successor, Kwame Nkrumah University of Science and Technology]

Generated description

Kwame Nkrumah University of Science and Technology is a leading public research university in Kumasi, Ghana, renowned for its science, technology, engineering, and architecture programs.

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

Target entity: Kwame Nkrumah University of Science and Technology
Target entity description: Kwame Nkrumah University of Science and Technology is a leading public research university in Kumasi, Ghana, renowned for its science, technology, engineering, and architecture programs.

A. University of Ghana
The University of Ghana is the country’s oldest and largest public university, renowned as a leading center of higher education and research in West Africa.
B. Kumasi College of Science and Technology chosen
Kumasi College of Science and Technology was a higher education institution in Ghana that later became part of Kwame Nkrumah University of Science and Technology (KNUST), one of the country’s leading science and technology universities.
C. Takoradi Technical University
Takoradi Technical University is a public technical higher education institution in Ghana known for offering career-focused engineering, applied science, and vocational programs.
D. Cape Coast Technical University
Cape Coast Technical University is a public tertiary institution in Cape Coast, Ghana, specializing in technical and vocational education and training.
E. University of Professional Studies Accra
The University of Professional Studies Accra is a public university in Ghana renowned for its focus on business, management, and professional studies.
F. None of above.

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_69c688298a288190af3f285d57f76bbe`	completed	March 27, 2026, 1:37 p.m.
NER	Named-entity recognition	`batch_69c6d580ca448190aa6d52908ca50e39`	completed	March 27, 2026, 7:07 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c7426356a88190a36b53a46c1776e0`	completed	March 28, 2026, 2:52 a.m.
NEDg	Description generation	`batch_69c7435af2b481908e06b3ec72dae7da`	completed	March 28, 2026, 2:56 a.m.
NED2	Entity disambiguation (via description)	`batch_69c7443919ec819089040e50462864d1`	completed	March 28, 2026, 3 a.m.

Created at: March 27, 2026, 2:18 p.m.