Triple

T11578435
Position Surface form Disambiguated ID Type / Status
Subject Dogon languages E274563 entity
Predicate sometimesLinkedTo P37 FINISHED
Object Nilo-Saharan languages E8870 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: Nilo-Saharan languages | Statement: [Dogon languages, sometimesLinkedTo, Nilo-Saharan languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nilo-Saharan languages
Context triple: [Dogon languages, sometimesLinkedTo, Nilo-Saharan languages]
  • A. Nilo-Saharan languages chosen
    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.
  • B. Nubian languages
    The Nubian languages are a group of closely related Eastern Sudanic languages spoken primarily along the Nile in southern Egypt and northern Sudan, known for their ancient literary history and modern use among Nubian communities.
  • C. Chadic languages
    The Chadic languages are a branch of the Afroasiatic language family spoken primarily around Lake Chad in countries such as Nigeria, Chad, Cameroon, and Niger, and include major languages like Hausa.
  • D. East Central Sudanic languages
    The East Central Sudanic languages are a subgroup of the Central Sudanic branch of the Nilo-Saharan language family, spoken primarily in parts of Central and East Africa.
  • E. Nilotic languages
    Nilotic languages are a branch of the Nilo-Saharan language family spoken primarily along the Nile Valley and surrounding regions of East and Central Africa by various pastoralist and agricultural communities.
  • 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: sometimesLinkedTo
Context triple: [Dogon languages, sometimesLinkedTo, Nilo-Saharan languages]
  • A. relatedTo chosen
    Indicates a general, non-specific relationship or association exists between two entities.
  • B. oftenRefersTo
    Indicates that one entity is frequently used to mention, denote, or reference another entity in common usage or context.
  • C. alsoRefersTo
    Indicates that one term, label, or identifier is used as an alternative designation for the same entity or concept as another.
  • D. associatedWithSee
    Indicates a relationship where one entity is contextually or functionally linked to another through the act or concept of seeing or visual observation.
  • E. moreCloselyRelatedTo
    Indicates that one entity has a stronger or closer relationship, connection, or similarity to a second entity than to some other reference entity.
  • 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_69d6aae5ac3c81908d2b0a3a665665b2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8904b46288190890ecafd6ceb0c3d completed April 10, 2026, 5:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69e8a78d80448190a93ca0ebfbd7e3a4 completed April 22, 2026, 10:48 a.m.
PD Predicate disambiguation batch_69d85dcbacd0819094d4a1237055affa completed April 10, 2026, 2:17 a.m.
Created at: April 8, 2026, 9:38 p.m.