Triple
T1078970
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | President of South Africa |
E23902
|
entity |
| Predicate | officeHoldersInclude |
P537
|
FINISHED |
| Object |
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.
|
E127350
|
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: Kgalema Motlanthe | Statement: [President of South Africa, officeHoldersInclude, Kgalema Motlanthe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kgalema Motlanthe Context triple: [President of South Africa, officeHoldersInclude, Kgalema Motlanthe]
-
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.
Thabo Mbeki
Thabo Mbeki is a South African politician who served as the country’s second post-apartheid president, known for his role in economic reform and controversial stance on HIV/AIDS.
-
C.
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.
-
D.
F. W. de Klerk
F. W. de Klerk was the last apartheid-era president of South Africa, known for initiating the end of white minority rule and sharing the 1993 Nobel Peace Prize with Nelson Mandela.
-
E.
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.
- 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: Kgalema Motlanthe Triple: [President of South Africa, officeHoldersInclude, Kgalema Motlanthe]
Generated description
Kgalema Motlanthe is a South African politician and former anti-apartheid activist who briefly served as the country's president from 2008 to 2009.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kgalema Motlanthe Target entity description: Kgalema Motlanthe is a South African politician and former anti-apartheid activist who briefly served as the country's president from 2008 to 2009.
-
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.
Thabo Mbeki
Thabo Mbeki is a South African politician who served as the country’s second post-apartheid president, known for his role in economic reform and controversial stance on HIV/AIDS.
-
C.
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.
-
D.
F. W. de Klerk
F. W. de Klerk was the last apartheid-era president of South Africa, known for initiating the end of white minority rule and sharing the 1993 Nobel Peace Prize with Nelson Mandela.
-
E.
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.
- 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_69a493f1ddf48190a99d54b00e99f8ce |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b943b41481909b24050ca7e78971 |
completed | March 1, 2026, 10:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac4c2247888190a7ab75b447b4773f |
completed | March 7, 2026, 4:02 p.m. |
| NEDg | Description generation | batch_69ac4d8f37f48190ad8a762a6ee9e5e8 |
completed | March 7, 2026, 4:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac4dea94e0819094d05e0b2c97b03e |
completed | March 7, 2026, 4:10 p.m. |
Created at: March 1, 2026, 7:42 p.m.