Triple
T19790558
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Dar es Salaam |
E475396
|
entity |
| Predicate | hasNotableAlumni |
P51
|
FINISHED |
| Object | John Magufuli |
E1207295
|
NE FINISHED |
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: John Magufuli | Statement: [University of Dar es Salaam, hasNotableAlumni, John Magufuli]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Magufuli Context triple: [University of Dar es Salaam, hasNotableAlumni, John Magufuli]
-
A.
John Magufuli
chosen
John Magufuli was the fifth President of Tanzania, known for his populist leadership style, anti-corruption stance, and controversial approach to governance and civil liberties.
-
B.
Uhuru Kenyatta
Uhuru Kenyatta is a Kenyan politician who served as the fourth President of Kenya from 2013 to 2022.
-
C.
Francis Muthaura
Francis Muthaura is a Kenyan diplomat and civil servant who became a prominent regional figure through his leadership roles in East African and national government institutions.
-
D.
Malcolm Kenyatta
Malcolm Kenyatta is a progressive Democratic politician and state representative from Philadelphia, known for his advocacy on issues like economic justice, LGBTQ+ rights, and voting rights.
-
E.
William Ruto
William Ruto is a Kenyan politician who serves as the country’s president and has long been a prominent figure in its national politics.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d8e51b014081908b263e167370529a |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e653c217bc819092c517b27ca22087 |
completed | April 20, 2026, 4:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07c4fdbf4c8190a9177e87b65fc965 |
completed | May 16, 2026, 1:14 a.m. |
Created at: April 10, 2026, 1:49 p.m.