Triple

T6771624
Position Surface form Disambiguated ID Type / Status
Subject Tafi language E155056 entity
Predicate languageFamilyLevel P35117 FINISHED
Object Atlantic–Congo E56225 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: Atlantic–Congo | Statement: [Tafi language, languageFamilyLevel, Atlantic–Congo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Atlantic–Congo
Context triple: [Tafi language, languageFamilyLevel, Atlantic–Congo]
  • A. Atlantic–Congo languages chosen
    Atlantic–Congo languages are a major branch of the Niger–Congo language family, encompassing hundreds of related languages spoken widely across sub-Saharan Africa.
  • B. Bas-Congo
    Bas-Congo, now known as Kongo Central Province, is a western region of the Democratic Republic of the Congo bordering the Atlantic Ocean and Angola, historically significant as part of the Kingdom of Kongo.
  • C. 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.
  • D. 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.
  • 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: languageFamilyLevel
Context triple: [Tafi language, languageFamilyLevel, Atlantic–Congo]
  • A. languageFamily
    Indicates that two or more languages belong to the same genealogical language family or linguistic lineage.
  • B. languageFamilyOf chosen
    Indicates that one entity is the language family to which the other entity (a specific language) belongs.
  • C. languageFamilyStatus
    Indicates the classification or recognition status of a language within a particular language family (e.g., primary, branch, extinct, or disputed).
  • D. languageFamilyAssociated
    Indicates that there is an association or connection between a language and a particular language family.
  • E. languageFamilyContext
    Indicates the broader linguistic family or grouping within which a particular language or linguistic element is situated.
  • 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_69c68812ef7c819099369f51febb725c completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d2496fa08190895d8b625fb0d699 completed March 27, 2026, 6:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7424c1fbc8190935c3d3452d9698e completed March 28, 2026, 2:51 a.m.
PD Predicate disambiguation batch_69c6d094105881909c5806eb4afa6306 completed March 27, 2026, 6:46 p.m.
Created at: March 27, 2026, 2:13 p.m.