Triple

T220468
Position Surface form Disambiguated ID Type / Status
Subject West African languages E4201 entity
Predicate majorFamily P10098 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: [West African languages, majorFamily, Niger-Congo languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Niger-Congo languages
Context triple: [West African languages, majorFamily, 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. Bantu languages
    Bantu languages are a large family of closely related languages spoken across much of central, eastern, and southern Africa, known for features like noun class systems and widespread mutual influences among neighboring tongues.
  • C. Nilo-Saharan languages
    Nilo-Saharan languages are a proposed large and diverse family of African languages spoken mainly along the Nile Valley and across parts of central and eastern Africa.
  • D. West African languages
    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.
  • 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: majorFamily
Context triple: [West African languages, majorFamily, Niger-Congo languages]
  • A. majorCase
    Indicates that a legal case is of primary importance or high significance within a given context.
  • B. family
    Indicates a familial relationship or connection between entities, such as being related by blood, marriage, or adoption.
  • C. containsFamily
    Indicates that one entity includes or encompasses members of a particular family group within it.
  • D. majorExposition
    Indicates that an entity is a primary or large-scale public presentation or exhibition of another entity (such as a work, collection, or topic).
  • E. motherFrom
    Indicates that one entity is the mother (biological or adoptive) of another entity, specifying a maternal parent-child relationship from the mother to the child.
  • F. None of above. chosen

Provenance (5 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_69a2573508588190b522c2476d91acfe completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25efd0df48190b8fef4c422a1265f completed Feb. 28, 2026, 3:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3476fe7a0819086ce5c028429b2c0 completed Feb. 28, 2026, 7:52 p.m.
PD Predicate disambiguation batch_69a25b54d790819093b35bd1a6f00f92 completed Feb. 28, 2026, 3:04 a.m.
PDg Predicate description generation batch_69a25efc13308190900a86ca0367c9b3 completed Feb. 28, 2026, 3:20 a.m.
Created at: Feb. 28, 2026, 2:53 a.m.