Triple
T22063665
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mahlamba Ndlopfu |
E545212
|
entity |
| Predicate | officialName |
P66
|
FINISHED |
| Object | Mahlamba Ndlopfu |
—
|
NE NERFINISHED |
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: Mahlamba Ndlopfu | Statement: [Mahlamba Ndlopfu, officialName, Mahlamba Ndlopfu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mahlamba Ndlopfu Context triple: [Mahlamba Ndlopfu, officialName, Mahlamba Ndlopfu]
-
A.
Mahlamba Ndlopfu
chosen
Mahlamba Ndlopfu is the official presidential residence of South Africa, located in the Bryntirion Estate in Pretoria.
-
B.
Mncedisi Shabangu
Mncedisi Shabangu was a South African actor and theatre director known for his work in film, television, and stage productions.
-
C.
Nompumelelo Ntuli
Nompumelelo Ntuli is a South African woman best known as one of the wives of former South African president Jacob Zuma.
-
D.
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.
-
E.
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."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e11e3377c48190890c17407b9527d6 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f12881f9e0819091b8e6d8ff6802bd |
completed | April 28, 2026, 9:37 p.m. |
Created at: April 16, 2026, 8:27 p.m.