Triple
T5956951
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walter Sisulu |
E132538
|
entity |
| Predicate | child |
P120
|
FINISHED |
| Object |
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.
|
E561997
|
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: Lindiwe Sisulu | Statement: [Walter Sisulu, child, Lindiwe Sisulu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lindiwe Sisulu Context triple: [Walter Sisulu, child, Lindiwe Sisulu]
-
A.
Albertina Sisulu
Albertina Sisulu was a prominent South African anti-apartheid activist, nurse, and political leader often referred to as the "Mother of the Nation" for her role in the struggle for freedom and democracy.
-
B.
Columbus Madikizela
Columbus Madikizela was a South African anti-apartheid activist and the father of Winnie Madikizela-Mandela.
-
C.
Makhosetive Dlamini
Makhosetive Dlamini is the birth name of Mswati III, the long-reigning absolute monarch of Eswatini (formerly Swaziland).
-
D.
Fulatha Tshabalala
Fulatha Tshabalala was a Ndebele woman best known as the mother of Lobengula Khumalo, the second and last king of the Northern Ndebele (Matabele) kingdom in what is now Zimbabwe.
-
E.
Winnie Mandela
Winnie Mandela was a prominent South African anti-apartheid activist and politician, known both for her leadership in the struggle against white minority rule and for the controversies surrounding her militant tactics and later political career.
- 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: Lindiwe Sisulu Triple: [Walter Sisulu, child, Lindiwe Sisulu]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lindiwe Sisulu Target entity description: 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.
-
A.
Albertina Sisulu
Albertina Sisulu was a prominent South African anti-apartheid activist, nurse, and political leader often referred to as the "Mother of the Nation" for her role in the struggle for freedom and democracy.
-
B.
Columbus Madikizela
Columbus Madikizela was a South African anti-apartheid activist and the father of Winnie Madikizela-Mandela.
-
C.
Makhosetive Dlamini
Makhosetive Dlamini is the birth name of Mswati III, the long-reigning absolute monarch of Eswatini (formerly Swaziland).
-
D.
Fulatha Tshabalala
Fulatha Tshabalala was a Ndebele woman best known as the mother of Lobengula Khumalo, the second and last king of the Northern Ndebele (Matabele) kingdom in what is now Zimbabwe.
-
E.
Winnie Mandela
Winnie Mandela was a prominent South African anti-apartheid activist and politician, known both for her leadership in the struggle against white minority rule and for the controversies surrounding her militant tactics and later political career.
- 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_69c0086b05cc8190a8f36a96927a525c |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c039c34ca881909a219eddf99348ab |
completed | March 22, 2026, 6:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1082d00308190a8e92bb633e7f292 |
completed | March 23, 2026, 9:30 a.m. |
| NEDg | Description generation | batch_69c10a15b9e08190be8b559e467d1d8c |
completed | March 23, 2026, 9:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c10aaf299481909d0e824a126381e3 |
completed | March 23, 2026, 9:41 a.m. |
Created at: March 22, 2026, 4:02 p.m.