Triple

T1198787
Position Surface form Disambiguated ID Type / Status
Subject Nguni languages E25728 entity
Predicate areAssociatedWithEthnicGroup P17311 FINISHED
Object Zulu people E42619 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: Zulu people | Statement: [Nguni languages, areAssociatedWithEthnicGroup, Zulu people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zulu people
Context triple: [Nguni languages, areAssociatedWithEthnicGroup, Zulu people]
  • A. Zulu people chosen
    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.
  • B. 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.
  • C. Xhosa people
    The Xhosa people are a Bantu-speaking ethnic group of South Africa known for their rich oral traditions, distinctive click language, and significant role in the country’s cultural and political history.
  • D. Khoisan peoples
    The Khoisan peoples are indigenous ethnic groups of southern Africa known for their ancient hunter-gatherer and pastoralist traditions and distinctive click-language families.
  • E. Swazi people
    The Swazi people are a Bantu ethnic group native to Eswatini and neighboring regions, known for their monarchy-centered society, rich cultural traditions, and siSwati language.
  • 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: areAssociatedWithEthnicGroup
Context triple: [Nguni languages, areAssociatedWithEthnicGroup, Zulu people]
  • A. relatedEthnicGroup
    Indicates that there is a notable ethnic connection or association between two ethnic groups, such as shared ancestry, culture, or historical ties.
  • B. involvedEthnicGroup
    Indicates that a particular ethnic group participates in, is affected by, or is otherwise associated with the referenced event, situation, or entity.
  • C. otherEthnicGroup
    Indicates that one entity belongs to a different ethnic group than the other entity.
  • D. affectedEthnicGroup
    Indicates that a particular ethnic group is impacted or influenced by an event, condition, policy, or action.
  • E. spokenByEthnicGroup chosen
    Indicates that a particular language, dialect, or speech variety is used or spoken by a specified ethnic group.
  • 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_69a49429f5ec8190a6a205eb0ae81e5e completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bd9c013c8190822d44d465d60fdb completed March 1, 2026, 10:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69aca2e7d28c8190acf5ae2237e6d4e0 completed March 7, 2026, 10:12 p.m.
PD Predicate disambiguation batch_69a4bb5d40a08190b7682d8ef8075421 completed March 1, 2026, 10:19 p.m.
Created at: March 1, 2026, 7:46 p.m.