Triple
T8152129
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Black Consciousness Movement |
E190356
|
entity |
| Predicate | keyFigure |
P256
|
FINISHED |
| Object | Mamphela Ramphele |
E173551
|
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: Mamphela Ramphele | Statement: [Black Consciousness Movement, keyFigure, Mamphela Ramphele]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mamphela Ramphele Context triple: [Black Consciousness Movement, keyFigure, Mamphela Ramphele]
-
A.
Mamphela Ramphele
chosen
Mamphela Ramphele is a South African physician, anti-apartheid activist, academic, and former World Bank managing director who later co-founded the political party Agang South Africa.
-
B.
Ellen Kuzwayo
Ellen Kuzwayo was a prominent South African anti-apartheid activist, social worker, and author known for her influential autobiography "Call Me Woman" and her advocacy for women's and children's rights.
-
C.
Ramphele
Ramphele is a South African physician, anti-apartheid activist, academic, and businesswoman who became one of the country’s most prominent public intellectuals and political figures.
-
D.
Gertrude Sizakele Khumalo
Gertrude Sizakele Khumalo is the longtime first wife of former South African president Jacob Zuma and served as First Lady of South Africa during his presidency.
-
E.
Lindiwe Sisulu
Lindiwe Sisulu is a South African politician and member of the African National Congress who has held several key ministerial positions in the post-apartheid government.
- 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_69ca82be7ba8819087de0147e9292c83 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4483799c81908e73f9a87ed99185 |
completed | March 31, 2026, 3:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccbef9f28881909961b599d395d6df |
completed | April 1, 2026, 6:45 a.m. |
Created at: March 30, 2026, 5:37 p.m.