Triple

T19166373

Position	Surface form	Disambiguated ID	Type / Status
Subject	El Anatsui	`E469193`	entity
Predicate	educatedAt	`P5`	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 programs in science, technology, engineering, and the arts.	`E1361471`	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: [El Anatsui, educatedAt, 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: [El Anatsui, educatedAt, Kwame Nkrumah University of Science and Technology]

A. Kwame Nkrumah University of Science and Technology Council
The Kwame Nkrumah University of Science and Technology Council is the governing body responsible for setting policy and overseeing the administration and strategic direction of Kwame Nkrumah University of Science and Technology in Ghana.
B. 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.
C. 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.
D. 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.
E. 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.
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: [El Anatsui, educatedAt, 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 programs in science, technology, engineering, and the arts.

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 programs in science, technology, engineering, and the arts.

A. Kwame Nkrumah University of Science and Technology Council
The Kwame Nkrumah University of Science and Technology Council is the governing body responsible for setting policy and overseeing the administration and strategic direction of Kwame Nkrumah University of Science and Technology in Ghana.
B. 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.
C. 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.
D. 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.
E. 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.
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_69d8dd09d5a081909ae43c286651ae5a`	completed	April 10, 2026, 11:20 a.m.
NER	Named-entity recognition	`batch_69e5f15ee064819087f9fd822236298f`	completed	April 20, 2026, 9:26 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a06f261bed48190838b5cb99a01b4f2`	completed	May 15, 2026, 10:16 a.m.
NEDg	Description generation	`batch_6a06f338f504819081daeef10e629afd`	completed	May 15, 2026, 10:19 a.m.
NED2	Entity disambiguation (via description)	`batch_6a06f4199a588190943d3d45536a228c`	completed	May 15, 2026, 10:23 a.m.

Created at: April 10, 2026, 12:06 p.m.