Triple
T22951510
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zambezi Tonga |
E570031
|
entity |
| Predicate | subgroupOf |
P10
|
FINISHED |
| Object | Tonga people of Zambia |
—
|
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: Tonga people of Zambia | Statement: [Zambezi Tonga, subgroupOf, Tonga people of Zambia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tonga people of Zambia Context triple: [Zambezi Tonga, subgroupOf, Tonga people of Zambia]
-
A.
Tonga people
chosen
The Tonga people are a Bantu-speaking ethnic group of southern Africa, traditionally living along the Zambezi River in Zambia and Zimbabwe with a distinct language, culture, and history tied to the riverine environment.
-
B.
Mambwe people
The Mambwe people are a Bantu ethnic group primarily inhabiting northeastern Zambia and parts of Tanzania, known for their agrarian lifestyle, rich oral traditions, and closely related cultural ties with neighboring groups such as the Fipa.
-
C.
Tumbuka people
The Tumbuka people are a Bantu ethnic group of south-central Africa, primarily living in northern Malawi and parts of Zambia and Tanzania, known for their rich oral traditions, farming livelihoods, and distinctive matrilineal social structures.
-
D.
Shona people
The Shona people are a major Bantu ethnic group of southern Africa, primarily inhabiting Zimbabwe and known for their rich traditions in sculpture, music, and spiritual practices.
-
E.
Barotse people
The Barotse people, also known as the Lozi, are a Bantu ethnic group of western Zambia centered in the Barotse Floodplain and historically organized under a powerful monarchy.
- 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_69e2459199d08190a8184ee2aa935842 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f181a285448190a718734fe933d51a |
completed | April 29, 2026, 3:57 a.m. |
Created at: April 17, 2026, 3:46 p.m.