Triple
T23521406
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dagbani |
E574515
|
entity |
| Predicate | isTaughtAt |
P770
|
FINISHED |
| Object | University for Development Studies |
—
|
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 for Development Studies | Statement: [Dagbani, isTaughtAt, University for Development Studies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University for Development Studies Context triple: [Dagbani, isTaughtAt, University for Development Studies]
-
A.
University for Development Studies
chosen
The University for Development Studies is a public university in northern Ghana known for its focus on community-based education, research, and development in underserved regions.
-
B.
Faculty of Development Studies
The Faculty of Development Studies is an academic division of the Royal University of Phnom Penh specializing in education and research on social, economic, and community development issues.
-
C.
Rusangu University
Rusangu University is a Seventh-day Adventist institution of higher learning in Zambia known for integrating Christian values with academic programs.
-
D.
Busoga University
Busoga University is a private higher education institution in Uganda that offers a range of undergraduate and postgraduate programs, particularly serving students from the Busoga sub-region.
-
E.
Institute of Development Studies
The Institute of Development Studies is a research and teaching center focused on international development, poverty reduction, and social change.
- 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_69e245bb3dcc8190ba9a2b35972b58d0 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1aa873ad48190a86807bd4f26df82 |
completed | April 29, 2026, 6:51 a.m. |
Created at: April 17, 2026, 6:08 p.m.