Triple

T12039849
Position Surface form Disambiguated ID Type / Status
Subject Ukaan language E286631 entity
Predicate hasUncertainClassificationWithin P87259 FINISHED
Object Benue–Congo languages E54765 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: Benue–Congo languages | Statement: [Ukaan language, hasUncertainClassificationWithin, Benue–Congo languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benue–Congo languages
Context triple: [Ukaan language, hasUncertainClassificationWithin, Benue–Congo languages]
  • A. Benue–Congo languages chosen
    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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: hasUncertainClassificationWithin
Context triple: [Ukaan language, hasUncertainClassificationWithin, Benue–Congo languages]
  • A. hasUncertainIdentification
    Indicates that the identification or classification of an entity in the relationship is doubtful, ambiguous, or not fully confirmed.
  • B. hasUncertainty
    Indicates that the relationship or value is associated with some level or type of uncertainty rather than being fully definite or precise.
  • C. hasUncertainNature
    Indicates that the nature, status, or characteristics of the relationship or situation are not clearly defined, known, or determined.
  • D. hasUncertainForm
    Indicates that the form or structure of something is not clearly defined, fixed, or confidently known.
  • E. hasUncertainAffinityWith chosen
    Indicates a relationship where the strength, nature, or existence of affinity between two entities is unclear, variable, or not confidently established.
  • 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_69d6ab4669e48190b59246358b0383ab completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9100b4ca8819084845ca4c13e34ce completed April 10, 2026, 2:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69f76b9112948190a0dd747a67f8206a completed May 3, 2026, 3:36 p.m.
PD Predicate disambiguation batch_69d902bac9e08190aa1a99c835f29542 completed April 10, 2026, 2:01 p.m.
Created at: April 8, 2026, 9:47 p.m.