Triple
T22063687
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mahlamba Ndlopfu |
E545212
|
entity |
| Predicate | officialNameMeaning |
P81284
|
FINISHED |
| Object | Mahlamba Ndlopfu is a Xitsonga phrase |
—
|
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 is a Xitsonga phrase | Statement: [Mahlamba Ndlopfu, officialNameMeaning, Mahlamba Ndlopfu is a Xitsonga phrase]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mahlamba Ndlopfu is a Xitsonga phrase Context triple: [Mahlamba Ndlopfu, officialNameMeaning, Mahlamba Ndlopfu is a Xitsonga phrase]
-
A.
Mpondo language
The Mpondo language is a Bantu language spoken primarily by the Mpondo people in South Africa’s Eastern Cape region.
-
B.
uMngeni (Zulu)
uMngeni is the Zulu name for the Umgeni River, a major river in KwaZulu-Natal, South Africa, that flows through Pietermaritzburg to Durban and into the Indian Ocean.
-
C.
Mahlamba Ndlopfu
chosen
Mahlamba Ndlopfu is the official presidential residence of South Africa, located in the Bryntirion Estate in Pretoria.
-
D.
uThukela (Zulu)
uThukela (Zulu) is the Zulu-language name for the uThukela District Municipality in South Africa’s KwaZulu-Natal province, an area named after the Tugela River.
-
E.
Mbukushu language
The Mbukushu language is a Bantu language spoken primarily by the Mbukushu people in parts of Namibia, Botswana, Angola, and Zambia.
- 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.