Triple

T11059196
Position Surface form Disambiguated ID Type / Status
Subject Agostinho Neto E261459 entity
Predicate hasHeritage P1494 FINISHED
Object Mbundu people E395717 NE FINISHED

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: Mbundu people | Statement: [Agostinho Neto, hasHeritage, Mbundu people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mbundu people
Context triple: [Agostinho Neto, hasHeritage, Mbundu people]
  • A. Mbunda people
    The Mbunda people are a Bantu ethnic group of south-central Africa, primarily found in Angola and western Zambia, known for their rich oral traditions, matrilineal social structure, and distinctive music and dance.
  • 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. Massango people
    The Massango people are a Bantu ethnic group of central Africa, primarily inhabiting parts of present-day Gabon where they maintain distinct linguistic and cultural traditions.
  • D. Mbanderu people
    The Mbanderu people are a Bantu-speaking ethnic group of southern Africa, closely related to the Herero and historically present in Namibia and Botswana.
  • E. Ambundu people chosen
    The Ambundu people are a major Bantu ethnic group of Angola, historically centered in the northwestern region and known for their influential kingdoms, especially the Kingdom of Ndongo.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d6aa98650481908609c7c56bfa7902 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d798a4f3f88190a29710f64cef9d25 completed April 9, 2026, 12:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75462fe9081908b939a1c6bdba6b9 completed May 3, 2026, 1:57 p.m.
Created at: April 8, 2026, 9:26 p.m.