Triple
T22951327
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malawi Yao |
E570025
|
entity |
| Predicate | closelyRelatedTo |
P37
|
FINISHED |
| Object | Mozambican Yao |
—
|
NE NERFINISHED |
How this triple was built (3 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: Mozambican Yao | Statement: [Malawi Yao, closelyRelatedTo, Mozambican Yao]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mozambican Yao Context triple: [Malawi Yao, closelyRelatedTo, Mozambican Yao]
-
A.
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.
-
B.
Ndonga
Ndonga is a major Bantu language variety spoken primarily in northern Namibia and southern Angola, often used in education, media, and religious contexts.
-
C.
Mbunda
Mbunda is a Bantu language spoken primarily in Angola and Zambia, known for its rich oral traditions and role in the cultural identity of the Mbunda people.
-
D.
Malawi Yao
Malawi Yao is a regional variety of the Yao language spoken primarily in Malawi, distinguished by its own phonological and lexical features.
-
E.
Tsonga people
The Tsonga people are a Bantu ethnic group of southern Africa, primarily found in Mozambique, South Africa, Zimbabwe, and Eswatini, known for their rich musical traditions, distinctive dance, and vibrant cultural heritage.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mozambican Yao Target entity description: Mozambican Yao are a Bantu-speaking ethnic group in northern Mozambique known for their long history of trade, early adoption of Islam, and close cultural ties with Yao communities in neighboring countries.
-
A.
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.
-
B.
Ndonga
Ndonga is a major Bantu language variety spoken primarily in northern Namibia and southern Angola, often used in education, media, and religious contexts.
-
C.
Mbunda
Mbunda is a Bantu language spoken primarily in Angola and Zambia, known for its rich oral traditions and role in the cultural identity of the Mbunda people.
-
D.
Malawi Yao
chosen
Malawi Yao is a regional variety of the Yao language spoken primarily in Malawi, distinguished by its own phonological and lexical features.
-
E.
Tsonga people
The Tsonga people are a Bantu ethnic group of southern Africa, primarily found in Mozambique, South Africa, Zimbabwe, and Eswatini, known for their rich musical traditions, distinctive dance, and vibrant cultural heritage.
- F. None of above.
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.