Triple

T725614
Position Surface form Disambiguated ID Type / Status
Subject Khoikhoi E14718 entity
Predicate broaderGrouping P2372 FINISHED
Object Khoisan peoples E52561 NE FINISHED

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: Khoisan peoples | Statement: [Khoikhoi, broaderGrouping, Khoisan peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Khoisan peoples
Context triple: [Khoikhoi, broaderGrouping, Khoisan peoples]
  • A. Khoisan peoples chosen
    The Khoisan peoples are indigenous ethnic groups of southern Africa known for their ancient hunter-gatherer and pastoralist traditions and distinctive click-language families.
  • B. Zulu people
    The Zulu people are a major Nguni ethnic group of Southern Africa, primarily residing in South Africa’s KwaZulu-Natal province, known for their rich cultural traditions, historical Zulu Kingdom, and significant influence on the region’s history and politics.
  • C. Thembu people
    The Thembu people are a Xhosa-speaking ethnic group from South Africa’s Eastern Cape region, historically ruled by a royal lineage that includes figures such as Nelson Mandela.
  • D. Tswana people
    The Tswana people are a Bantu-speaking ethnic group native primarily to Botswana and parts of South Africa, known for their rich cultural traditions, cattle-based pastoralism, and significant influence on the region’s political and social history.
  • E. Southern Bantu
    Southern Bantu is a major branch of the Bantu language family comprising numerous closely related languages spoken primarily in the southern regions of Africa.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: broaderGrouping
Context triple: [Khoikhoi, broaderGrouping, Khoisan peoples]
  • A. coveredGroup
    Indicates that one group or set is included within, or has its members protected or accounted for by, another group or arrangement.
  • B. regionalGrouping
    Indicates that entities are organized or associated together based on shared geographic or regional characteristics.
  • C. generalizationOf chosen
    Indicates that one entity represents a broader, more general concept or category that subsumes or abstracts over another, more specific entity.
  • D. massOrganization
    Indicates a relationship where an organization is characterized as a mass organization, typically involving broad-based, large-scale membership or participation.
  • E. otherEthnicGroup
    Indicates that one entity belongs to a different ethnic group than the other entity.
  • F. None of above.

Provenance (4 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_69a4934c753c81909b309027e48b9b3a completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a64adf2c81908e48090be35dd9d9 completed March 1, 2026, 8:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69a6891b6d908190823a9a09cef5c7da completed March 3, 2026, 7:09 a.m.
PD Predicate disambiguation batch_69a4a4f839608190878a60eb7a044ed9 completed March 1, 2026, 8:43 p.m.
Created at: March 1, 2026, 7:37 p.m.