Triple
T18409145
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kuanyama language |
E441705
|
entity |
| Predicate | usedByEthnicGroup |
P4709
|
FINISHED |
| Object | Ovambo 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: Ovambo people | Statement: [Kuanyama language, usedByEthnicGroup, Ovambo people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ovambo people Context triple: [Kuanyama language, usedByEthnicGroup, Ovambo people]
-
A.
Ovambo people
chosen
The Ovambo people are a Bantu ethnic group of southern Africa, primarily inhabiting northern Namibia and southern Angola, known for their farming traditions, rich cultural practices, and significant demographic presence in Namibia.
-
B.
Ngamo people
The Ngamo people are an ethnic group primarily found in northeastern Nigeria, known for their distinct Chadic language and cultural traditions.
-
C.
Ndonga people
The Ndonga people are a Bantu-speaking ethnic group of the Ovambo cluster in northern Namibia and southern Angola, known for their Oshindonga language and rich agrarian and pastoral traditions.
-
D.
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.
-
E.
Bolewa people
The Bolewa people are an ethnic group in northeastern Nigeria, traditionally known for their distinct language, culture, and history within the wider West African region.
- 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_69d8b9eb8a508190a942fd75ebd8b1dc |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e5195b98808190b9cfb2e444f2b524 |
completed | April 19, 2026, 6:05 p.m. |
Created at: April 10, 2026, 10:47 a.m.