Triple

T10247814
Position Surface form Disambiguated ID Type / Status
Subject Nzebi people E240262 entity
Predicate languageFamilyOfSpokenLanguage P35117 FINISHED
Object Niger–Congo languages E8177 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: Niger–Congo languages | Statement: [Nzebi people, languageFamilyOfSpokenLanguage, Niger–Congo languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Niger–Congo languages
Context triple: [Nzebi people, languageFamilyOfSpokenLanguage, Niger–Congo languages]
  • A. Niger–Congo languages chosen
    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.
  • 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. Atlantic–Congo languages
    Atlantic–Congo languages are a major branch of the Niger–Congo language family, encompassing hundreds of related languages spoken widely across sub-Saharan Africa.
  • D. Proto–Benue–Congo language
    Proto–Benue–Congo language is the reconstructed common ancestor of the Benue–Congo branch of the Niger–Congo language family, hypothesized through comparative linguistic methods.
  • E. Proto-Niger–Congo
    Proto-Niger–Congo is the reconstructed common ancestor of the Niger–Congo language family, from which many languages across sub-Saharan Africa are believed to have descended.
  • 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: languageFamilyOfSpokenLanguage
Context triple: [Nzebi people, languageFamilyOfSpokenLanguage, Niger–Congo languages]
  • A. languageFamilyOf chosen
    Indicates that one entity is the language family to which the other entity (a specific language) belongs.
  • B. languageFamily
    Indicates that two or more languages belong to the same genealogical language family or linguistic lineage.
  • C. languageOfFamily
    Indicates the language or languages commonly used or associated with a particular family.
  • D. languageFamilyContext
    Indicates the broader linguistic family or grouping within which a particular language or linguistic element is situated.
  • E. languageFamilyAssociated
    Indicates that there is an association or connection between a language and a particular language family.
  • 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_69d381a7e198819090280d5ab885d59e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d328272c8190a3548d7f7f38cfc4 completed April 7, 2026, 9:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f7ade8448190830d950b7cee0c34 completed April 9, 2026, 12:49 a.m.
PD Predicate disambiguation batch_69d4d1ebd6c88190a1f3f4a72a99d6fe completed April 7, 2026, 9:44 a.m.
Created at: April 6, 2026, 11:27 a.m.