Triple
T5988439
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Govan Mbeki |
E133283
|
entity |
| Predicate | hasRelative |
P367
|
FINISHED |
| Object |
Epainette Mbeki
Epainette Mbeki was a South African community activist, businesswoman, and anti-apartheid figure, best known as the mother of former president Thabo Mbeki and for her long-standing grassroots work in the Eastern Cape.
|
E587439
|
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: Epainette Mbeki | Statement: [Govan Mbeki, hasRelative, Epainette Mbeki]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Epainette Mbeki Context triple: [Govan Mbeki, hasRelative, Epainette Mbeki]
-
A.
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.
-
B.
Moeletsi Mbeki
Moeletsi Mbeki is a South African political economist, author, and outspoken commentator on African governance and development issues.
-
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.
Frank Chikane
Frank Chikane is a South African anti-apartheid activist, pastor, and politician who became a prominent leader in the struggle against apartheid and later served in senior government and church leadership roles.
-
E.
Mokgweetsi Masisi
Mokgweetsi Masisi is a Botswanan politician who serves as the country's president and leader of the Botswana Democratic Party.
- 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: Epainette Mbeki Triple: [Govan Mbeki, hasRelative, Epainette Mbeki]
Generated description
Epainette Mbeki was a South African community activist, businesswoman, and anti-apartheid figure, best known as the mother of former president Thabo Mbeki and for her long-standing grassroots work in the Eastern Cape.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Epainette Mbeki Target entity description: Epainette Mbeki was a South African community activist, businesswoman, and anti-apartheid figure, best known as the mother of former president Thabo Mbeki and for her long-standing grassroots work in the Eastern Cape.
-
A.
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.
-
B.
Moeletsi Mbeki
Moeletsi Mbeki is a South African political economist, author, and outspoken commentator on African governance and development issues.
-
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.
Frank Chikane
Frank Chikane is a South African anti-apartheid activist, pastor, and politician who became a prominent leader in the struggle against apartheid and later served in senior government and church leadership roles.
-
E.
Mokgweetsi Masisi
Mokgweetsi Masisi is a Botswanan politician who serves as the country's president and leader of the Botswana Democratic Party.
- 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_69c0087010d081908bb8142342d63330 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c04dc51d948190bacf4c40a73e91b2 |
completed | March 22, 2026, 8:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c62cf2edd48190b3d5f6bf27075fed |
completed | March 27, 2026, 7:08 a.m. |
| NEDg | Description generation | batch_69c62dcb9e1481909fb357f2b010bc19 |
completed | March 27, 2026, 7:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c62e33354481908a6a9af5c245f307 |
completed | March 27, 2026, 7:13 a.m. |
Created at: March 22, 2026, 4:04 p.m.