Triple

T5794828
Position Surface form Disambiguated ID Type / Status
Subject Tshimanda E128482 entity
Predicate isSubvarietyOf P1244 FINISHED
Object Southern Bantu languages E153135 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: Southern Bantu languages | Statement: [Tshimanda, isSubvarietyOf, Southern Bantu languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Southern Bantu languages
Context triple: [Tshimanda, isSubvarietyOf, Southern Bantu languages]
  • A. Southern Bantu languages chosen
    Southern Bantu languages are a major branch of the Bantu language family spoken primarily in southern Africa, including well-known languages such as Zulu, Xhosa, and Shona.
  • B. Western Bantu languages
    Western Bantu languages are a major geographic and linguistic subgroup of the Bantu family spoken primarily in western Central Africa, including parts of countries such as Angola, Gabon, and the Republic of the Congo.
  • C. Bantu H languages
    Bantu H languages are a subgroup of Bantu languages spoken primarily in parts of Central and Southern Africa, characterized by shared phonological and grammatical features within the wider Southern Bantoid family.
  • D. Southwest Bantu
    Southwest Bantu is a subgroup of the Bantu language family comprising closely related languages spoken primarily in southwestern Africa.
  • E. Nguni languages
    The Nguni languages are a group of closely related Bantu languages of southern Africa that include major tongues such as Zulu, Xhosa, Swati, and Ndebele.
  • 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: isSubvarietyOf
Context triple: [Tshimanda, isSubvarietyOf, Southern Bantu languages]
  • A. isSubnetworkOf
    Indicates that one network is a contained, subordinate, or component part of another, larger network.
  • B. isClosedSubgroupOf
    Indicates that one group is a subgroup of another and is closed in the topological sense within that larger group.
  • C. subclassOf chosen
    Indicates that one class is a more specific type of another class, inheriting its characteristics as a subset of it.
  • D. hasSubset
    Indicates that one set is entirely contained within another set, with all elements of the first set also belonging to the second.
  • E. isIntegralFormOf
    Indicates that one entity is the integral (indefinite integral or antiderivative) form corresponding to another entity, typically a derivative or differential expression.
  • 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_69c00845ca68819081a2ce3ecca577f7 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02b1304588190b59a18fb7b70a60f completed March 22, 2026, 5:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b0d71b7881909108c7347ce91317 completed March 23, 2026, 3:17 a.m.
PD Predicate disambiguation batch_69c021d477008190946113f9859eeb90 completed March 22, 2026, 5:07 p.m.
Created at: March 22, 2026, 3:51 p.m.