Triple
T22726068
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Deputy President of the African National Congress |
E561995
|
entity |
| Predicate | previousOfficeHolder |
P34201
|
FINISHED |
| Object |
David Mabuza
David Mabuza is a South African politician who served as the country’s Deputy President and has been a prominent leader within the African National Congress.
|
E1557339
|
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: David Mabuza | Statement: [Deputy President of the African National Congress, previousOfficeHolder, David Mabuza]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Mabuza Context triple: [Deputy President of the African National Congress, previousOfficeHolder, David Mabuza]
-
A.
Blade Nzimande
Blade Nzimande is a South African politician and academic who has long served as a prominent leader in leftist politics, including holding senior government ministerial positions.
-
B.
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.
-
C.
Mokgweetsi Masisi
Mokgweetsi Masisi is a Botswanan politician who serves as the country's president and leader of the Botswana Democratic Party.
-
D.
Reinhold Inkamala
Reinhold Inkamala is an Australian Aboriginal artist recognized for his contributions to the Hermannsburg watercolour painting tradition.
-
E.
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.
- 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: David Mabuza Triple: [Deputy President of the African National Congress, previousOfficeHolder, David Mabuza]
Generated description
David Mabuza is a South African politician who served as the country’s Deputy President and has been a prominent leader within the African National Congress.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Mabuza Target entity description: David Mabuza is a South African politician who served as the country’s Deputy President and has been a prominent leader within the African National Congress.
-
A.
Blade Nzimande
Blade Nzimande is a South African politician and academic who has long served as a prominent leader in leftist politics, including holding senior government ministerial positions.
-
B.
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.
-
C.
Mokgweetsi Masisi
Mokgweetsi Masisi is a Botswanan politician who serves as the country's president and leader of the Botswana Democratic Party.
-
D.
Reinhold Inkamala
Reinhold Inkamala is an Australian Aboriginal artist recognized for his contributions to the Hermannsburg watercolour painting tradition.
-
E.
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.
- 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_69e2454fc984819088213b58ee87a002 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f17929710c81909a895622ee32920e |
completed | April 29, 2026, 3:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ba799ca948190820308dc1ce11ce3 |
completed | May 18, 2026, 11:58 p.m. |
| NEDg | Description generation | batch_6a0ba89950508190a5a94965bce4a899 |
completed | May 19, 2026, 12:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0baa2c5e848190b3f2f99dd4efbfa5 |
completed | May 19, 2026, 12:09 a.m. |
Created at: April 17, 2026, 3:20 p.m.