Triple
T22332103
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of the North |
E552047
|
entity |
| Predicate | notableAlumnus |
P304
|
FINISHED |
| Object | Tito Mboweni |
—
|
NE NERFINISHED |
How this triple was built (3 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: Tito Mboweni | Statement: [University of the North, notableAlumnus, Tito Mboweni]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tito Mboweni Context triple: [University of the North, notableAlumnus, Tito Mboweni]
-
A.
Mapula Motlanthe
Mapula Motlanthe is the former wife of South African politician and ex-president Kgalema Motlanthe.
-
B.
Benedict Wallet Vilakazi
Benedict Wallet Vilakazi was a pioneering South African poet, novelist, and linguist, renowned for his major contributions to Zulu literature and African-language scholarship.
-
C.
Elias Motsoaledi
Elias Motsoaledi was a South African anti-apartheid activist and African National Congress member who was imprisoned alongside Nelson Mandela for his role in the liberation struggle.
-
D.
Frank Chikane
Frank Chikane is a South African anti-apartheid activist, pastor, and politician who became a prominent leader in the struggle against apartheid and later served in senior government and church leadership roles.
-
E.
Tshepo Motsepe
Tshepo Motsepe is a South African medical doctor and public health advocate who serves as the First Lady of South Africa as the wife of President Cyril Ramaphosa.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tito Mboweni Target entity description: Tito Mboweni is a South African economist and politician who served as Governor of the South African Reserve Bank and later as the country’s Minister of Finance.
-
A.
Mapula Motlanthe
Mapula Motlanthe is the former wife of South African politician and ex-president Kgalema Motlanthe.
-
B.
Benedict Wallet Vilakazi
Benedict Wallet Vilakazi was a pioneering South African poet, novelist, and linguist, renowned for his major contributions to Zulu literature and African-language scholarship.
-
C.
Elias Motsoaledi
Elias Motsoaledi was a South African anti-apartheid activist and African National Congress member who was imprisoned alongside Nelson Mandela for his role in the liberation struggle.
-
D.
Frank Chikane
Frank Chikane is a South African anti-apartheid activist, pastor, and politician who became a prominent leader in the struggle against apartheid and later served in senior government and church leadership roles.
-
E.
Tshepo Motsepe
Tshepo Motsepe is a South African medical doctor and public health advocate who serves as the First Lady of South Africa as the wife of President Cyril Ramaphosa.
- F. None of above. chosen
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_69e11e482f788190b78d1588fc26d606 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f1577b555c8190ac61c026ee7dfb2b |
completed | April 29, 2026, 12:57 a.m. |
Created at: April 16, 2026, 8:43 p.m.