Triple
T2277961
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Umkhonto we Sizwe |
E51215
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object | Andrew Mlangeni |
E268260
|
NE FINISHED |
How this triple was built (2 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: Andrew Mlangeni | Statement: [Umkhonto we Sizwe, foundedBy, Andrew Mlangeni]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andrew Mlangeni Context triple: [Umkhonto we Sizwe, foundedBy, Andrew Mlangeni]
-
A.
Andrew Mlangeni
chosen
Andrew Mlangeni was a South African anti-apartheid activist and African National Congress leader who was imprisoned alongside Nelson Mandela following the Rivonia Trial and later became a prominent post-apartheid politician.
-
B.
Tongayi Chirisa
Tongayi Chirisa is a Zimbabwean actor known for his work in American television and film, including prominent roles in comedy and drama series.
-
C.
Cecil Nyoni
Cecil Nyoni is a Zimbabwean-born professional footballer who has played as a midfielder for various lower-league clubs in England.
-
D.
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.
-
E.
Raymond Mhlaba
Raymond Mhlaba was a South African anti-apartheid activist, senior African National Congress leader, and later a provincial premier who became notable for his role in the struggle against apartheid and his imprisonment alongside Nelson Mandela.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a88b08e4308190bdac9aebcca1c91a |
completed | March 4, 2026, 7:42 p.m. |
| NER | Named-entity recognition | batch_69abc217b6648190be77d2176d322efd |
completed | March 7, 2026, 6:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af65388fd48190995f778d6438f739 |
completed | March 10, 2026, 12:26 a.m. |
Created at: March 4, 2026, 7:48 p.m.