Triple

T9502344
Position Surface form Disambiguated ID Type / Status
Subject Saharan languages E229173 entity
Predicate hasAlternativeName P39 FINISHED
Object Saharan branch of Nilo-Saharan E749760 NE FINISHED

How this triple was built (2 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: Saharan branch of Nilo-Saharan | Statement: [Saharan languages, hasAlternativeName, Saharan branch of Nilo-Saharan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Saharan branch of Nilo-Saharan
Context triple: [Saharan languages, hasAlternativeName, Saharan branch of Nilo-Saharan]
  • A. Saharan branch of Nilo-Saharan chosen
    The Saharan branch of Nilo-Saharan is a subgroup of the Nilo-Saharan language family comprising languages spoken primarily across the central Sahara and surrounding Sahel regions.
  • B. Songhay branch of Nilo-Saharan
    The Songhay branch of Nilo-Saharan is a group of closely related languages spoken primarily along the Niger River in West Africa, including major varieties such as Zarma and Songhay proper.
  • C. Kwa branch of Niger–Congo
    The Kwa branch of Niger–Congo is a major subgroup of West African languages spoken primarily in southern Ghana, Côte d’Ivoire, Togo, and Benin, known for its tonal systems and rich noun-class and aspectual distinctions.
  • D. Central Sudanic languages
    Central Sudanic languages are a major branch of the proposed Nilo-Saharan language family, spoken primarily in central Africa across countries such as South Sudan, Chad, the Central African Republic, and the Democratic Republic of the Congo.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca847611c48190a28c028644198c75 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd983ea6048190a2d7924c8e6d1fbc completed April 1, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69d13a10f7b08190b8e4d4bc3b9815c6 completed April 4, 2026, 4:19 p.m.
Created at: March 30, 2026, 7:57 p.m.