Triple
T10652416
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transkei |
E251004
|
entity |
| Predicate | laterLeader |
P95168
|
FINISHED |
| Object |
Bantu Holomisa
Bantu Holomisa is a South African politician and former military leader best known as the co-founder and long-time president of the United Democratic Movement (UDM).
|
E879464
|
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: Bantu Holomisa | Statement: [Transkei, laterLeader, Bantu Holomisa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bantu Holomisa Context triple: [Transkei, laterLeader, Bantu Holomisa]
-
A.
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.
-
B.
Thembi Radebe
Thembi Radebe is a notable individual who has brought recognition to the surname Radebe, likely through achievements in a public or professional field.
-
C.
Moroka Lembede
Moroka Lembede was a South African anti-apartheid activist and founding president of the African National Congress Youth League, known for his influential role in shaping militant African nationalism.
-
D.
Peter Mokaba
Peter Mokaba was a prominent South African anti-apartheid activist and politician who became a leading figure in the African National Congress Youth League and later served as a national government minister.
-
E.
Malusi Gigaba
Malusi Gigaba is a South African politician who has held several key ministerial positions in the post-apartheid government and is a prominent figure within the African National Congress.
- 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: Bantu Holomisa Triple: [Transkei, laterLeader, Bantu Holomisa]
Generated description
Bantu Holomisa is a South African politician and former military leader best known as the co-founder and long-time president of the United Democratic Movement (UDM).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bantu Holomisa Target entity description: Bantu Holomisa is a South African politician and former military leader best known as the co-founder and long-time president of the United Democratic Movement (UDM).
-
A.
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.
-
B.
Thembi Radebe
Thembi Radebe is a notable individual who has brought recognition to the surname Radebe, likely through achievements in a public or professional field.
-
C.
Moroka Lembede
Moroka Lembede was a South African anti-apartheid activist and founding president of the African National Congress Youth League, known for his influential role in shaping militant African nationalism.
-
D.
Peter Mokaba
Peter Mokaba was a prominent South African anti-apartheid activist and politician who became a leading figure in the African National Congress Youth League and later served as a national government minister.
-
E.
Malusi Gigaba
Malusi Gigaba is a South African politician who has held several key ministerial positions in the post-apartheid government and is a prominent figure within the African National Congress.
- 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_69d6aa5a4c4881908f39be6efe5981e5 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6f31b72d081908ec8029cd9f6d814 |
completed | April 9, 2026, 12:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d98857ec248190bb655d36981a000a |
completed | April 10, 2026, 11:31 p.m. |
| NEDg | Description generation | batch_69d98ae8403c81908a229aa06bd0388a |
completed | April 10, 2026, 11:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d98ce9ba0c8190a7c62fa670e23705 |
completed | April 10, 2026, 11:51 p.m. |
Created at: April 8, 2026, 9:06 p.m.