Triple
T23271103
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aambalantu |
E588290
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object | Ovambo people subgroup |
—
|
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 subgroup | Statement: [Aambalantu, spokenBy, Ovambo people subgroup]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ovambo people subgroup Context triple: [Aambalantu, spokenBy, Ovambo people subgroup]
-
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.
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.
Vungu people
The Vungu people are an indigenous ethnic group of Gabon primarily associated with the Ngounié region, known for their distinct cultural traditions and local social organization.
-
D.
Mpongwe people
The Mpongwe people are a Bantu ethnic group of Gabon, historically known as coastal traders and early intermediaries between European merchants and inland African communities.
-
E.
Ngamo people
The Ngamo people are an ethnic group primarily found in northeastern Nigeria, known for their distinct Chadic language and cultural traditions.
- 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_69e25d148adc819088efbf42672604e9 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f1957418fc819085ee528622e0c6de |
completed | April 29, 2026, 5:21 a.m. |
Created at: April 17, 2026, 4:45 p.m.