Triple
T23271109
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aambalantu |
E588290
|
entity |
| Predicate | macrolanguage |
P5218
|
FINISHED |
| Object | Kuanyama–Ovambo |
—
|
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: Kuanyama–Ovambo | Statement: [Aambalantu, macrolanguage, Kuanyama–Ovambo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kuanyama–Ovambo Context triple: [Aambalantu, macrolanguage, Kuanyama–Ovambo]
-
A.
Ndonga
Ndonga is a major Bantu language variety spoken primarily in northern Namibia and southern Angola, often used in education, media, and religious contexts.
-
B.
Ovambo people
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.
-
C.
Kavango languages
The Kavango languages are a group of closely related Bantu languages spoken primarily along the Kavango River region in Namibia and Angola.
-
D.
Baluba
The Baluba are a major Bantu-speaking ethnic group from the Katanga region of the Democratic Republic of the Congo, historically influential through the Luba Kingdom and known for rich artistic and political traditions.
-
E.
Ovambo language
chosen
The Ovambo language is a Bantu language spoken primarily in northern Namibia and southern Angola by the Ovambo people.
- 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.