Triple

T11114866
Position Surface form Disambiguated ID Type / Status
Subject Mandura Gumuz E262859 entity
Predicate belongsToLanguagePhylum P76549 FINISHED
Object Nilo-Saharan (proposed) 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 (proposed) | Statement: [Mandura Gumuz, belongsToLanguagePhylum, Nilo-Saharan (proposed)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nilo-Saharan (proposed)
Context triple: [Mandura Gumuz, belongsToLanguagePhylum, Nilo-Saharan (proposed)]
  • 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. Proto-Nilotic
    Proto-Nilotic is the reconstructed common ancestor language of the Nilotic language family, from which modern languages like Lak Nuer are derived.
  • C. 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.
  • D. 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.
  • E. Nile–Congo divide
    The Nile–Congo divide is a major African watershed boundary separating river systems that drain into the Nile Basin from those flowing into the Congo Basin.
  • 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: belongsToLanguagePhylum
Context triple: [Mandura Gumuz, belongsToLanguagePhylum, Nilo-Saharan (proposed)]
  • A. hasLanguagePhylum chosen
    Indicates that a language belongs to or is classified within a particular language phylum.
  • B. hasPhylum
    Indicates that an entity (typically a biological taxon or organism) is classified as belonging to a particular phylum in a taxonomic hierarchy.
  • C. hasSubphylum
    Indicates that one biological entity is classified as a subphylum within the broader taxonomic grouping of another entity.
  • D. taxonOf
    Indicates that one entity is the taxonomic group (taxon) to which the other entity belongs.
  • E. belongsToSpecies
    Indicates that an individual organism is a member of, or classified under, a particular biological species.
  • 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_69d6aa9b46cc8190b19f9f0cc45bf322 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d79aa7254c8190abce35696ad2be03 completed April 9, 2026, 12:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69e509cd971c8190bdaa7b3c8a1f32f2 completed April 19, 2026, 4:58 p.m.
PD Predicate disambiguation batch_69d7441cf8188190b8095f622c923156 completed April 9, 2026, 6:15 a.m.
Created at: April 8, 2026, 9:27 p.m.