Triple
T18635310
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Juma Mwapachu |
E455530
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object | University of Dar es Salaam |
—
|
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 Dar es Salaam | Statement: [Juma Mwapachu, educatedAt, University of Dar es Salaam]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Dar es Salaam Context triple: [Juma Mwapachu, educatedAt, University of Dar es Salaam]
-
A.
University of Dar es Salaam
chosen
The University of Dar es Salaam is Tanzania’s oldest and largest public university, recognized as a leading center for higher education and research in East Africa.
-
B.
University of Dodoma
The University of Dodoma is a major public university in Tanzania’s capital city, known for its large campus and broad range of academic programs.
-
C.
Maseno University
Maseno University is a public university in Kenya known for its comprehensive academic programs and research, particularly serving students in the western Nyanza region.
-
D.
University of Nairobi
The University of Nairobi is Kenya’s oldest and largest public university, renowned for its research, teaching, and leadership in higher education across East Africa.
-
E.
Nkumba University
Nkumba University is a private higher education institution in Uganda known for offering a range of undergraduate and postgraduate programs in fields such as business, education, social sciences, and applied sciences.
- 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_69d8d38cc7948190a55ea64e5638994e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e54fc80b308190932303231524d372 |
completed | April 19, 2026, 9:57 p.m. |
Created at: April 10, 2026, 11:46 a.m.