Triple
T22139566
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Difaqane |
E547120
|
entity |
| Predicate | involves |
P1256
|
FINISHED |
| Object | Ngwane people |
—
|
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: Ngwane people | Statement: [Difaqane, involves, Ngwane people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngwane people Context triple: [Difaqane, involves, Ngwane people]
-
A.
BaTlokwa people
The BaTlokwa people are a Sotho-Tswana ethnic group of Southern Africa known for their distinct chieftaincy lineages, cultural traditions, and historical settlements in areas of present-day Botswana, South Africa, and Lesotho.
-
B.
Nguni people
chosen
The Nguni people are a group of closely related Bantu-speaking ethnic communities of Southern Africa, including the Zulu, Xhosa, Swazi, and Ndebele, known for their rich cultural traditions and historical kingdoms.
-
C.
Kalanga people
The Kalanga people are a Bantu-speaking ethnic group primarily found in southwestern Zimbabwe and northeastern Botswana, known for their rich oral traditions, agriculture, and distinctive cultural practices.
-
D.
Tsogo people
The Tsogo people are a Bantu-speaking ethnic group of central Gabon known for their rich oral traditions, ritual practices, and forest-based livelihoods.
-
E.
Lomwe people
The Lomwe people are a Bantu ethnic group primarily found in Malawi and Mozambique, known for their distinct language, agricultural traditions, and rich cultural practices.
- 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_69e11e3a95d88190a3bd80d9471976c3 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f129bc7ae881909798c64a4c19adad |
completed | April 28, 2026, 9:42 p.m. |
Created at: April 16, 2026, 8:32 p.m.