Triple
T21750010
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aaron Mokoena |
E536888
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object |
Aaron "Mbazo" Mokoena
Aaron "Mbazo" Mokoena is a retired South African footballer best known as a tough-tackling defender and former captain of the South African national team, Bafana Bafana.
|
E1501229
|
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: Aaron "Mbazo" Mokoena | Statement: [Aaron Mokoena, alsoKnownAs, Aaron "Mbazo" Mokoena]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aaron "Mbazo" Mokoena Context triple: [Aaron Mokoena, alsoKnownAs, Aaron "Mbazo" Mokoena]
-
A.
Mponeng Mhlauli
Mponeng Mhlauli is a South African writer whose experiences under apartheid inspired the story that became the basis for the Disney Channel film "The Color of Friendship."
-
B.
Mzilikazi Khumalo
Mzilikazi Khumalo was the 19th-century founder and king of the Ndebele (Matabele) nation in southern Africa, renowned for his military leadership and state-building after breaking away from Shaka Zulu.
-
C.
Patrick Mofokeng
Patrick Mofokeng is a South African actor known for his roles in film and television, particularly in politically themed dramas.
-
D.
Amos Masondo
Amos Masondo is a South African politician and former mayor of Johannesburg who has held senior leadership roles in the country’s national legislative structures.
-
E.
Louis Maqhubela
Louis Maqhubela was a pioneering South African modernist painter known for his abstract and expressionist works that engaged with both African and European artistic traditions.
- 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: Aaron "Mbazo" Mokoena Triple: [Aaron Mokoena, alsoKnownAs, Aaron "Mbazo" Mokoena]
Generated description
Aaron "Mbazo" Mokoena is a retired South African footballer best known as a tough-tackling defender and former captain of the South African national team, Bafana Bafana.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aaron "Mbazo" Mokoena Target entity description: Aaron "Mbazo" Mokoena is a retired South African footballer best known as a tough-tackling defender and former captain of the South African national team, Bafana Bafana.
-
A.
Mponeng Mhlauli
Mponeng Mhlauli is a South African writer whose experiences under apartheid inspired the story that became the basis for the Disney Channel film "The Color of Friendship."
-
B.
Mzilikazi Khumalo
Mzilikazi Khumalo was the 19th-century founder and king of the Ndebele (Matabele) nation in southern Africa, renowned for his military leadership and state-building after breaking away from Shaka Zulu.
-
C.
Patrick Mofokeng
Patrick Mofokeng is a South African actor known for his roles in film and television, particularly in politically themed dramas.
-
D.
Amos Masondo
Amos Masondo is a South African politician and former mayor of Johannesburg who has held senior leadership roles in the country’s national legislative structures.
-
E.
Louis Maqhubela
Louis Maqhubela was a pioneering South African modernist painter known for his abstract and expressionist works that engaged with both African and European artistic traditions.
- 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_69e0c46eab808190b848242d63a17c47 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69f01a79fb74819098a247c4f31598a8 |
completed | April 28, 2026, 2:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a366e64988190b23063881a491a87 |
completed | May 17, 2026, 9:43 p.m. |
| NEDg | Description generation | batch_6a0a375bce908190b7d1433c4ac500c9 |
completed | May 17, 2026, 9:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a37e0bed48190b0319d62eaff5d1e |
completed | May 17, 2026, 9:49 p.m. |
Created at: April 16, 2026, 6:50 p.m.