Triple
T23130293
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Takoradi Technical University |
E577147
|
entity |
| Predicate | affiliation |
P10
|
FINISHED |
| Object | Ghana Tertiary Education Commission |
—
|
NE NERFINISHED |
How this triple was built (2 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: Ghana Tertiary Education Commission | Statement: [Takoradi Technical University, affiliation, Ghana Tertiary Education Commission]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ghana Tertiary Education Commission Context triple: [Takoradi Technical University, affiliation, Ghana Tertiary Education Commission]
-
A.
Ghana Tertiary Education Commission
chosen
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.
-
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.
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.
-
D.
Ghana Institute of Management and Public Administration
The Ghana Institute of Management and Public Administration is a leading public tertiary institution in Ghana specializing in management, business, leadership, and public administration education and training.
-
E.
Ghana Ministry of Education
The Ghana Ministry of Education is the government body responsible for formulating and overseeing national education policies, institutions, and programs across Ghana.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e245f7b0e481909c473ff4e6a54e2c |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18e8671f48190887e57d5723e49c1 |
completed | April 29, 2026, 4:52 a.m. |
Created at: April 17, 2026, 4 p.m.