Triple

T14362447
Position Surface form Disambiguated ID Type / Status
Subject Ovimbundu communities E356137 entity
Predicate relatedEthnicGroup P1969 FINISHED
Object Chokwe people
The Chokwe people are a Bantu ethnic group of Central and Southern Africa, known for their rich artistic traditions, especially woodcarving and mask-making, and their historical role in regional trade and kingdoms.
E1094608 NE FINISHED

How this triple was built (4 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: Chokwe people | Statement: [Ovimbundu communities, relatedEthnicGroup, Chokwe people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chokwe people
Context triple: [Ovimbundu communities, relatedEthnicGroup, Chokwe people]
  • A. Chilula people
    The Chilula people are an Indigenous group of northwestern California traditionally living along Redwood Creek, closely related culturally and linguistically to other Athabaskan-speaking tribes of the region.
  • B. Achagua people
    The Achagua people are an Indigenous group of the Orinoco region in Colombia and Venezuela, traditionally semi-nomadic agriculturalists and fishers with a distinct Arawakan cultural and linguistic heritage.
  • C. Kwandi people
    The Kwandi people are an ethnic subgroup within the broader Lozi cultural and linguistic community of south-central Africa, primarily associated with western Zambia and surrounding regions.
  • D. Banda people
    The Banda people are a Central African ethnic group primarily inhabiting parts of the Central African Republic, known for their farming, hunting traditions, and distinct Central Sudanic languages.
  • E. Gcaleka people
    The Gcaleka people are a Xhosa-speaking subgroup in South Africa known for their distinct royal lineage, cultural traditions, and historical role in the Eastern Cape region.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Chokwe people
Triple: [Ovimbundu communities, relatedEthnicGroup, Chokwe people]
Generated description
The Chokwe people are a Bantu ethnic group of Central and Southern Africa, known for their rich artistic traditions, especially woodcarving and mask-making, and their historical role in regional trade and kingdoms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chokwe people
Target entity description: The Chokwe people are a Bantu ethnic group of Central and Southern Africa, known for their rich artistic traditions, especially woodcarving and mask-making, and their historical role in regional trade and kingdoms.
  • A. Chilula people
    The Chilula people are an Indigenous group of northwestern California traditionally living along Redwood Creek, closely related culturally and linguistically to other Athabaskan-speaking tribes of the region.
  • B. Achagua people
    The Achagua people are an Indigenous group of the Orinoco region in Colombia and Venezuela, traditionally semi-nomadic agriculturalists and fishers with a distinct Arawakan cultural and linguistic heritage.
  • C. Kwandi people
    The Kwandi people are an ethnic subgroup within the broader Lozi cultural and linguistic community of south-central Africa, primarily associated with western Zambia and surrounding regions.
  • D. Banda people
    The Banda people are a Central African ethnic group primarily inhabiting parts of the Central African Republic, known for their farming, hunting traditions, and distinct Central Sudanic languages.
  • E. Gcaleka people
    The Gcaleka people are a Xhosa-speaking subgroup in South Africa known for their distinct royal lineage, cultural traditions, and historical role in the Eastern Cape region.
  • F. None of above. chosen

Provenance (5 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_69d82790a7e08190877e2d349b2e8d8e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8fabec088190bd8128371b29e958 completed April 14, 2026, 7:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd4c4aba788190bd5ab8cbc772dcf1 completed May 8, 2026, 2:36 a.m.
NEDg Description generation batch_69fd4cd74d188190996367ab885c5531 completed May 8, 2026, 2:39 a.m.
NED2 Entity disambiguation (via description) batch_69fd4d5b489081908016e62d4db476ce completed May 8, 2026, 2:41 a.m.
Created at: April 10, 2026, 1:15 a.m.