Triple
T23431275
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Matamela Cyril Ramaphosa |
E563337
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object | Soweto |
—
|
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: Soweto | Statement: [Matamela Cyril Ramaphosa, placeOfBirth, Soweto]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Soweto Context triple: [Matamela Cyril Ramaphosa, placeOfBirth, Soweto]
-
A.
Soweto
chosen
Soweto is a historically significant township in Johannesburg, South Africa, known for its central role in the struggle against apartheid and its rich urban culture.
-
B.
Sophiatown
Sophiatown was a vibrant, historically significant multiracial suburb of Johannesburg, South Africa, known for its rich cultural and political life before its destruction under apartheid-era forced removals.
-
C.
Sowetan
Sowetan is a prominent South African daily newspaper known for its coverage of national news, politics, and social issues, particularly those affecting Black communities.
-
D.
Place de Soweto
Place de Soweto is a public square in central Dakar, Senegal, named in solidarity with the South African township of Soweto and often associated with political and historical commemoration.
-
E.
Hillbrow
Hillbrow is a densely populated inner-city residential neighborhood in Johannesburg, South Africa, known for its high-rise buildings, vibrant street life, and history of social and economic challenges.
- 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_69e24553980c8190bb66a2ae0bdab125 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f1a5d8130881909e4f3455afef1804 |
completed | April 29, 2026, 6:31 a.m. |
Created at: April 17, 2026, 5:49 p.m.