Triple
T11868455
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lozi people |
E282344
|
entity |
| Predicate | neighbouringEthnicGroup |
P11274
|
FINISHED |
| Object | Mbunda people |
E992224
|
NE FINISHED |
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: Mbunda people | Statement: [Lozi people, neighbouringEthnicGroup, Mbunda people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mbunda people Context triple: [Lozi people, neighbouringEthnicGroup, Mbunda people]
-
A.
Mbunda people
chosen
The Mbunda people are a Bantu ethnic group of south-central Africa, primarily found in Angola and western Zambia, known for their rich oral traditions, matrilineal social structure, and distinctive music and dance.
-
B.
Ovimbundu people
The Ovimbundu people are the largest ethnic group in Angola, traditionally agriculturalists and traders concentrated in the country’s central highlands, with a distinct culture and social organization.
-
C.
Mbanderu people
The Mbanderu people are a Bantu-speaking ethnic group of southern Africa, closely related to the Herero and historically present in Namibia and Botswana.
-
D.
Massango people
The Massango people are a Bantu ethnic group of central Africa, primarily inhabiting parts of present-day Gabon where they maintain distinct linguistic and cultural traditions.
-
E.
Konongo people
The Konongo people are an ethnic group of Tanzania known for their distinct language and cultural traditions rooted in the Rukwa Valley region.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ab2945d081908a5851c916cbcfb5 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8be15fb2481908f514781ce2c617f |
completed | April 10, 2026, 9:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffeb75ea708190a30153c76cde8e79 |
completed | May 10, 2026, 2:20 a.m. |
Created at: April 8, 2026, 9:43 p.m.