Triple

T16168779
Position Surface form Disambiguated ID Type / Status
Subject Bejae E392377 entity
Predicate relatedToLanguageFamily P99455 FINISHED
Object Cushitic languages E205344 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: Cushitic languages | Statement: [Bejae, relatedToLanguageFamily, Cushitic languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cushitic languages
Context triple: [Bejae, relatedToLanguageFamily, Cushitic languages]
  • A. Cushitic chosen
    Cushitic is a branch of the Afroasiatic language family spoken primarily in the Horn of Africa and parts of East Africa, encompassing languages such as Somali, Oromo, and Afar.
  • B. Lowland East Cushitic languages
    Lowland East Cushitic languages are a branch of the Cushitic family of Afroasiatic languages spoken primarily in the Horn of Africa, including widely used tongues such as Somali and Oromo.
  • C. North Cushitic
    North Cushitic is a small branch of the Cushitic languages spoken in parts of northeastern Africa, notably including the Beja language.
  • D. South Cushitic
    South Cushitic is a subgroup of the Cushitic branch of the Afroasiatic language family, comprising several closely related languages spoken mainly in parts of Tanzania and neighboring regions.
  • E. Proto-Cushitic
    Proto-Cushitic is the reconstructed common ancestor of the Cushitic branch of the Afroasiatic language family, inferred through comparative linguistic analysis of its descendant languages.
  • 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: relatedToLanguageFamily
Context triple: [Bejae, relatedToLanguageFamily, Cushitic languages]
  • A. sharesLinguisticFamilyWith
    Indicates that two languages belong to the same linguistic family or branch within a language family.
  • B. languageFamilyRelation chosen
    Indicates a relationship where one language belongs to, descends from, or is otherwise classified within a particular language family.
  • C. neighboringLanguageFamilies
    Indicates that two language families are geographically adjacent or border each other in their primary regions of use.
  • D. derivedFromLanguageFamily
    Indicates that one language originates from, or historically descends from, a particular language family.
  • E. inLanguageFamily
    Indicates that two languages belong to the same linguistic family or classification.
  • 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_69d87f1d32208190942e4e499a80c18c completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21eb5e6d881908749683091afa90c completed April 17, 2026, 11:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff7bb6aac8190a33607abfe9a32d0 completed May 10, 2026, 3:12 a.m.
PD Predicate disambiguation batch_69e219d642708190ba31a90dce76a210 completed April 17, 2026, 11:30 a.m.
Created at: April 10, 2026, 5:02 a.m.