Triple

T7206451
Position Surface form Disambiguated ID Type / Status
Subject Gullah E148677 entity
Predicate hasLinguisticSubstrate P11719 FINISHED
Object West African languages E4201 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: West African languages | Statement: [Gullah, hasLinguisticSubstrate, West African languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: West African languages
Context triple: [Gullah, hasLinguisticSubstrate, West African languages]
  • A. West African languages chosen
    West African languages are a diverse group of Niger-Congo and other language families spoken across West Africa that have significantly influenced the vocabulary, grammar, and phonology of many Atlantic and Caribbean creoles.
  • B. Benue–Congo languages
    The Benue–Congo languages are a large and diverse branch of African languages that include the widespread Bantu family and are spoken across much of sub-Saharan Africa.
  • C. Volta–Niger languages
    Volta–Niger languages are a major subgroup of the Niger-Congo language family spoken primarily in southern Nigeria and neighboring parts of West Africa, including languages such as Yoruba and Igbo.
  • D. East African languages
    East African languages are a diverse group of Bantu and Cushitic languages spoken across countries like Kenya, Tanzania, Uganda, and neighboring regions, many of which have significantly shaped regional creoles and lingua francas.
  • E. Niger–Congo languages
    The Niger–Congo languages form one of the world’s largest language families, encompassing hundreds of related languages spoken across much of sub-Saharan Africa, including major groups like Bantu.
  • 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: hasLinguisticSubstrate
Context triple: [Gullah, hasLinguisticSubstrate, West African languages]
  • A. hasLinguisticHeritage chosen
    Indicates that one entity possesses or is associated with the linguistic background, tradition, or ancestry of another entity.
  • B. hasLinguisticDomain
    Indicates that something (such as a term, expression, or resource) is associated with or applies within a particular linguistic domain or language context.
  • C. hasRepresentativeLanguage
    Indicates that an entity is associated with a language that serves as its primary or officially recognized means of representation or communication.
  • D. hasLanguageEvidenceOf
    Indicates that there is linguistic or textual evidence supporting, documenting, or attesting to the related entity or claim.
  • E. hasLinguisticFeature
    Indicates that an entity possesses a particular linguistic property, trait, or characteristic.
  • 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_69c687e8cf188190b5f3ecffd681f04e completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6e94ef5cc81908c33adcedf5c5054 completed March 27, 2026, 8:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7bfc0ac008190b3ea46b4e5f13287 completed March 28, 2026, 11:47 a.m.
PD Predicate disambiguation batch_69c6e757fed4819091b0a096e3befc3a completed March 27, 2026, 8:23 p.m.
Created at: March 27, 2026, 2:52 p.m.