Triple
T19992284
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kwame Anthony Appiah |
E494091
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object | University of Ghana |
—
|
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: University of Ghana | Statement: [Kwame Anthony Appiah, employer, University of Ghana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Ghana Context triple: [Kwame Anthony Appiah, employer, University of Ghana]
-
A.
University of Ghana
chosen
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.
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.
-
C.
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.
-
D.
University of Cape Coast
The University of Cape Coast is a prominent public university in Ghana known for its teacher education, research, and coastal campus overlooking the Atlantic Ocean.
-
E.
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.
- 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_69da626a67648190af9653832a3aeced |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e65fe10ffc81908c94168b0a8ea9c9 |
completed | April 20, 2026, 5:18 p.m. |
Created at: April 11, 2026, 3:31 p.m.