Triple
T6418597
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jacob Zuma |
E127888
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object | Gloria Bongekile Ngema |
E597524
|
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: Gloria Bongekile Ngema | Statement: [Jacob Zuma, spouse, Gloria Bongekile Ngema]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gloria Bongekile Ngema Context triple: [Jacob Zuma, spouse, Gloria Bongekile Ngema]
-
A.
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.
-
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.
Nompumelelo Ntuli
chosen
Nompumelelo Ntuli is a South African woman best known as one of the wives of former South African president Jacob Zuma.
-
D.
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.
-
E.
Amala Ratna Zandile Dlamin
Amala Ratna Zandile Dlamin, better known as Doja Cat, is an American rapper, singer, songwriter, and record producer recognized for her genre-blending music and viral internet presence.
- 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_69c0083815208190a9b299b8e0640218 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c068eb6c988190b54de6182d0f490d |
completed | March 22, 2026, 10:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c669de36a08190837817b32074e405 |
completed | March 27, 2026, 11:28 a.m. |
Created at: March 22, 2026, 4:42 p.m.