Triple

T11424246
Position Surface form Disambiguated ID Type / Status
Subject Moru–Madi languages E270703 entity
Predicate higherLevelFamily P94596 FINISHED
Object Nilo-Saharan 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 | Statement: [Moru–Madi languages, higherLevelFamily, Nilo-Saharan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nilo-Saharan
Context triple: [Moru–Madi languages, higherLevelFamily, Nilo-Saharan]
  • 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-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.
  • 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. 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. North Omotic
    North Omotic is a branch of the Omotic language family spoken primarily in southwestern Ethiopia, encompassing several related languages of the Afroasiatic phylum.
  • 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: higherLevelFamily
Context triple: [Moru–Madi languages, higherLevelFamily, Nilo-Saharan]
  • A. majorFamily
    Indicates that one entity belongs to or is a primary member of the same family group or lineage as another entity.
  • B. possibleLargerFamily chosen
    Indicates that one entity could belong to a larger family group that includes or extends beyond another entity’s family.
  • C. intendedFamily
    Indicates that one entity is planned or designated to be part of another entity’s family or familial group in the future.
  • D. targetsFamilyOf
    Indicates that one entity is directed against, aimed at, or designed to affect a particular family or group of closely related entities.
  • E. familyOf
    Indicates a familial relationship exists between the entities, such as by blood, marriage, or adoption.
  • 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_69d6aadeef688190874bcecd88b3dd9b completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d806be9c2c819084da13101cbb6c81 completed April 9, 2026, 8:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5d36004cc81908222321af88d2903 completed April 20, 2026, 7:18 a.m.
PD Predicate disambiguation batch_69d7e71436f88190ac7e45a04ea5c987 completed April 9, 2026, 5:51 p.m.
Created at: April 8, 2026, 9:35 p.m.