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.