Triple
T2648954
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thabo Mbeki |
E53850
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Zanele Mbeki
Zanele Mbeki is a South African social worker and gender activist known for her work in women's economic empowerment and as the former First Lady of South Africa.
|
E301875
|
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: Zanele Mbeki | Statement: [Thabo Mbeki, spouse, Zanele Mbeki]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zanele Mbeki Context triple: [Thabo Mbeki, spouse, Zanele Mbeki]
-
A.
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.
-
B.
Zenani Mandela-Dlamini
Zenani Mandela-Dlamini is a South African diplomat and princess of the Thembu royal family, best known as the daughter of anti-apartheid icon and former president Nelson Mandela.
-
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.
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: Zanele Mbeki Triple: [Thabo Mbeki, spouse, Zanele Mbeki]
Generated description
Zanele Mbeki is a South African social worker and gender activist known for her work in women's economic empowerment and as the former First Lady of South Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zanele Mbeki Target entity description: Zanele Mbeki is a South African social worker and gender activist known for her work in women's economic empowerment and as the former First Lady of South Africa.
-
A.
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.
-
B.
Zenani Mandela-Dlamini
Zenani Mandela-Dlamini is a South African diplomat and princess of the Thembu royal family, best known as the daughter of anti-apartheid icon and former president Nelson Mandela.
-
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.
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_69ab495e192081909c77b622e8e7e15a |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd91b4b3c81908571e85a1621dfc5 |
completed | March 7, 2026, 7:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afce812640819085c46f7452b5913b |
completed | March 10, 2026, 7:55 a.m. |
| NEDg | Description generation | batch_69afd037b4ac81909db8a8762e8edaf4 |
completed | March 10, 2026, 8:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afd096b0bc8190a0a4f9d004bf4d8f |
completed | March 10, 2026, 8:04 a.m. |
Created at: March 6, 2026, 9:53 p.m.