Triple
T5956954
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walter Sisulu |
E132538
|
entity |
| Predicate | child |
P120
|
FINISHED |
| Object |
Nonkululeko Sisulu
Nonkululeko Sisulu is a South African business executive and member of the prominent Sisulu family, known for her leadership roles in the financial and corporate sectors.
|
E567015
|
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: Nonkululeko Sisulu | Statement: [Walter Sisulu, child, Nonkululeko Sisulu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nonkululeko Sisulu Context triple: [Walter Sisulu, child, Nonkululeko Sisulu]
-
A.
Njongonkulu Ndungane
Njongonkulu Ndungane is a South African Anglican cleric who served as Archbishop of Cape Town and was a prominent anti-apartheid activist and church leader.
-
B.
Mahlamba Ndlopfu
Mahlamba Ndlopfu is the official presidential residence of South Africa, located in the Bryntirion Estate in Pretoria.
-
C.
Ndlela Dlamini
Ndlela Dlamini is a member of the Mandela-Dlamini family and a descendant of Nelson Mandela through his daughter Zenani Mandela-Dlamini.
-
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.
Thokozani Khupe
Thokozani Khupe is a Zimbabwean politician who has served as a senior opposition leader and former deputy prime minister, prominently associated with the Movement for Democratic Change.
- 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: Nonkululeko Sisulu Triple: [Walter Sisulu, child, Nonkululeko Sisulu]
Generated description
Nonkululeko Sisulu is a South African business executive and member of the prominent Sisulu family, known for her leadership roles in the financial and corporate sectors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nonkululeko Sisulu Target entity description: Nonkululeko Sisulu is a South African business executive and member of the prominent Sisulu family, known for her leadership roles in the financial and corporate sectors.
-
A.
Njongonkulu Ndungane
Njongonkulu Ndungane is a South African Anglican cleric who served as Archbishop of Cape Town and was a prominent anti-apartheid activist and church leader.
-
B.
Mahlamba Ndlopfu
Mahlamba Ndlopfu is the official presidential residence of South Africa, located in the Bryntirion Estate in Pretoria.
-
C.
Ndlela Dlamini
Ndlela Dlamini is a member of the Mandela-Dlamini family and a descendant of Nelson Mandela through his daughter Zenani Mandela-Dlamini.
-
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.
Thokozani Khupe
Thokozani Khupe is a Zimbabwean politician who has served as a senior opposition leader and former deputy prime minister, prominently associated with the Movement for Democratic Change.
- 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_69c11ccdec948190a0792c351a6867b7 |
completed | March 23, 2026, 10:58 a.m. |
| NEDg | Description generation | batch_69c11da387dc819088fc37ea1c3daed8 |
completed | March 23, 2026, 11:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c11e5efd848190adb834e42b4bdc9e |
completed | March 23, 2026, 11:05 a.m. |
Created at: March 22, 2026, 4:02 p.m.