Triple
T22063918
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Secretary-General of the African National Congress |
E545219
|
entity |
| Predicate | notableOfficeHolder |
P5750
|
FINISHED |
| Object |
Ace Magashule
Ace Magashule is a South African politician and former premier of the Free State province who became a prominent and controversial figure within the African National Congress.
|
E1524965
|
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: Ace Magashule | Statement: [Secretary-General of the African National Congress, notableOfficeHolder, Ace Magashule]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ace Magashule Context triple: [Secretary-General of the African National Congress, notableOfficeHolder, Ace Magashule]
-
A.
Mokgweetsi Masisi
Mokgweetsi Masisi is a Botswanan politician who serves as the country's president and leader of the Botswana Democratic Party.
-
B.
Walter Mzembi
Walter Mzembi is a Zimbabwean politician and former government minister who has held prominent roles in the country’s tourism and foreign affairs sectors.
-
C.
Elias Motsoaledi
Elias Motsoaledi was a South African anti-apartheid activist and African National Congress member who was imprisoned alongside Nelson Mandela for his role in the liberation struggle.
-
D.
Gwede Mantashe
Gwede Mantashe is a South African politician and trade unionist who has held senior leadership roles in the African National Congress and the national government.
-
E.
Vusumzi Make
Vusumzi Make was a South African anti-apartheid activist and lawyer who was once married to writer and civil rights icon Maya Angelou (born Marguerite Annie Johnson).
- 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: Ace Magashule Triple: [Secretary-General of the African National Congress, notableOfficeHolder, Ace Magashule]
Generated description
Ace Magashule is a South African politician and former premier of the Free State province who became a prominent and controversial figure within the African National Congress.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ace Magashule Target entity description: Ace Magashule is a South African politician and former premier of the Free State province who became a prominent and controversial figure within the African National Congress.
-
A.
Mokgweetsi Masisi
Mokgweetsi Masisi is a Botswanan politician who serves as the country's president and leader of the Botswana Democratic Party.
-
B.
Walter Mzembi
Walter Mzembi is a Zimbabwean politician and former government minister who has held prominent roles in the country’s tourism and foreign affairs sectors.
-
C.
Elias Motsoaledi
Elias Motsoaledi was a South African anti-apartheid activist and African National Congress member who was imprisoned alongside Nelson Mandela for his role in the liberation struggle.
-
D.
Gwede Mantashe
Gwede Mantashe is a South African politician and trade unionist who has held senior leadership roles in the African National Congress and the national government.
-
E.
Vusumzi Make
Vusumzi Make was a South African anti-apartheid activist and lawyer who was once married to writer and civil rights icon Maya Angelou (born Marguerite Annie Johnson).
- 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_69e11e344dfc81909b1d88a7221329c7 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f12881f9e0819091b8e6d8ff6802bd |
completed | April 28, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0aa5fccf0081908d9e2232c375b448 |
completed | May 18, 2026, 5:39 a.m. |
| NEDg | Description generation | batch_6a0aaa6df1cc8190beac444436c05f8b |
completed | May 18, 2026, 5:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0aaac0d79c8190bd8375b74343ae32 |
completed | May 18, 2026, 5:59 a.m. |
Created at: April 16, 2026, 8:27 p.m.