Triple
T6418594
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jacob Zuma |
E127888
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
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.
|
E595338
|
NE FINISHED |
How this triple was built (4 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: Gertrude Sizakele Khumalo | Statement: [Jacob Zuma, spouse, Gertrude Sizakele Khumalo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gertrude Sizakele Khumalo Context triple: [Jacob Zuma, spouse, Gertrude Sizakele Khumalo]
-
A.
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.
-
B.
Makhosetive Dlamini
Makhosetive Dlamini is the birth name of Mswati III, the long-reigning absolute monarch of Eswatini (formerly Swaziland).
-
C.
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.
-
D.
Fana Mokoena
Fana Mokoena is a South African actor known for his roles in both local productions and international films such as "World War Z" and "Hotel Rwanda."
-
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. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Gertrude Sizakele Khumalo Triple: [Jacob Zuma, spouse, Gertrude Sizakele Khumalo]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gertrude Sizakele Khumalo Target entity description: 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.
-
A.
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.
-
B.
Makhosetive Dlamini
Makhosetive Dlamini is the birth name of Mswati III, the long-reigning absolute monarch of Eswatini (formerly Swaziland).
-
C.
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.
-
D.
Fana Mokoena
Fana Mokoena is a South African actor known for his roles in both local productions and international films such as "World War Z" and "Hotel Rwanda."
-
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. chosen
Provenance (5 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_69c6538818f081909da78608e62a6ac5 |
completed | March 27, 2026, 9:53 a.m. |
| NEDg | Description generation | batch_69c654f967c48190a8495f93b1473174 |
completed | March 27, 2026, 9:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6559ef2a48190aae55204cadea11c |
completed | March 27, 2026, 10:02 a.m. |
Created at: March 22, 2026, 4:42 p.m.