Triple
T19047482
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | College of Art, Kumasi |
E466172
|
entity |
| Predicate | affiliation |
P10
|
FINISHED |
| Object | Kwame Nkrumah University of Science and Technology |
—
|
NE NERFINISHED |
How this triple was built (3 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: [College of Art, Kumasi, affiliation, 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: [College of Art, Kumasi, affiliation, 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.
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.
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 (2 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_69d8dd040fb881909af2a964f65ad208 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5d8057dec8190b9f1e0b54084ecec |
completed | April 20, 2026, 7:38 a.m. |
Created at: April 10, 2026, 12:03 p.m.