Triple

T6154729
Position Surface form Disambiguated ID Type / Status
Subject Northern Sotho people E137290 entity
Predicate ethnolinguisticGroup P3349 FINISHED
Object Sotho–Tswana peoples E172307 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: Sotho–Tswana peoples | Statement: [Northern Sotho people, ethnolinguisticGroup, Sotho–Tswana peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sotho–Tswana peoples
Context triple: [Northern Sotho people, ethnolinguisticGroup, Sotho–Tswana peoples]
  • A. Sotho-Tswana peoples chosen
    The Sotho-Tswana peoples are a closely related group of Bantu-speaking ethnic communities of Southern Africa, including the Sotho, Tswana, and Pedi, known for shared linguistic, cultural, and historical traditions.
  • B. 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.
  • C. Northern Sotho people
    The Northern Sotho people are a Bantu-speaking ethnic group of South Africa, primarily known for their Sepedi language and rich cultural traditions in the country’s northeastern regions.
  • D. Ndebele people
    The Ndebele people are a Southern African ethnic group known for their Nguni language, distinctive geometric house painting, beadwork, and rich cultural traditions.
  • E. Sotho
    Sotho is a Bantu language of Southern Africa, primarily spoken in Lesotho and South Africa, where it serves as one of the country’s official languages.
  • 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_69c008a45d008190832a9e19f5d63406 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05d01ddb0819085b5f5338b86a25d completed March 22, 2026, 9:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c16ed4abc88190993cfd4ef4f2862e completed March 23, 2026, 4:48 p.m.
Created at: March 22, 2026, 4:17 p.m.