Triple
T1411151
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Motsepe |
E31806
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Tshepo Motsepe
Tshepo Motsepe is a South African medical doctor and public health advocate who serves as the First Lady of South Africa as the wife of President Cyril Ramaphosa.
|
E163634
|
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: Tshepo Motsepe | Statement: [Motsepe, hasNotableBearer, Tshepo Motsepe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tshepo Motsepe Context triple: [Motsepe, hasNotableBearer, Tshepo Motsepe]
-
A.
Thabo Makgoba
Thabo Makgoba is the Anglican Archbishop of Cape Town and a prominent South African religious leader known for his role in church governance and social justice advocacy.
-
B.
Precious Moloi-Motsepe
Precious Moloi-Motsepe is a South African physician and fashion entrepreneur best known for founding African Fashion International and her philanthropic work in education and women's empowerment.
-
C.
Govan Mbeki
Govan Mbeki was a prominent South African anti-apartheid activist, intellectual, and African National Congress leader who played a key role in the liberation struggle and later served in the post-apartheid government.
-
D.
Kgalema Motlanthe
Kgalema Motlanthe is a South African politician and former anti-apartheid activist who briefly served as the country's president from 2008 to 2009.
-
E.
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.
- 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: Tshepo Motsepe Triple: [Motsepe, hasNotableBearer, Tshepo Motsepe]
Generated description
Tshepo Motsepe is a South African medical doctor and public health advocate who serves as the First Lady of South Africa as the wife of President Cyril Ramaphosa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tshepo Motsepe Target entity description: Tshepo Motsepe is a South African medical doctor and public health advocate who serves as the First Lady of South Africa as the wife of President Cyril Ramaphosa.
-
A.
Thabo Makgoba
Thabo Makgoba is the Anglican Archbishop of Cape Town and a prominent South African religious leader known for his role in church governance and social justice advocacy.
-
B.
Precious Moloi-Motsepe
Precious Moloi-Motsepe is a South African physician and fashion entrepreneur best known for founding African Fashion International and her philanthropic work in education and women's empowerment.
-
C.
Govan Mbeki
Govan Mbeki was a prominent South African anti-apartheid activist, intellectual, and African National Congress leader who played a key role in the liberation struggle and later served in the post-apartheid government.
-
D.
Kgalema Motlanthe
Kgalema Motlanthe is a South African politician and former anti-apartheid activist who briefly served as the country's president from 2008 to 2009.
-
E.
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.
- 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_69a49919a994819086528951bc224775 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c3e1da988190bc7c187e193539b6 |
completed | March 1, 2026, 10:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad015a52a88190933e7337067e5364 |
completed | March 8, 2026, 4:55 a.m. |
| NEDg | Description generation | batch_69ad01eb335c81908775e89b8a0348cc |
completed | March 8, 2026, 4:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad029584308190af10520e928f890b |
completed | March 8, 2026, 5:01 a.m. |
Created at: March 1, 2026, 7:59 p.m.