Triple

T16767851
Position Surface form Disambiguated ID Type / Status
Subject Gbarain language E407513 entity
Predicate spokenBy P2181 FINISHED
Object Gbarain people — NE NERFINISHED

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: Gbarain people | Statement: [Gbarain language, spokenBy, Gbarain people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gbarain people
Context triple: [Gbarain language, spokenBy, Gbarain people]
  • A. Gwandara people
    The Gwandara people are a Hausa-speaking ethnic group primarily found in central Nigeria, known for their agricultural lifestyle and historical links to the Hausa states.
  • B. Blagar people
    The Blagar people are an indigenous ethnic group of eastern Indonesia known for their distinct Austronesian language and coastal village communities in the Alor region.
  • C. Baniata people
    The Baniata people are an indigenous ethnic group of the Solomon Islands, known for their distinct language and traditional cultural practices.
  • D. Dagaaba people
    The Dagaaba people are an ethnic group of West Africa, primarily found in northwestern Ghana and parts of Burkina Faso and Ivory Coast, known for their agrarian lifestyle, rich oral traditions, and distinctive cultural practices.
  • E. Argobba people
    The Argobba people are a small Muslim ethnic group in northeastern Ethiopia known for their historic role in regional trade and their endangered Argobba language.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gbarain people
Target entity description: The Gbarain people are an ethnic group, likely part of the Ijaw communities in Nigeria’s Niger Delta region, known for their distinct cultural traditions and use of the Gbarain language.
  • A. Gwandara people
    The Gwandara people are a Hausa-speaking ethnic group primarily found in central Nigeria, known for their agricultural lifestyle and historical links to the Hausa states.
  • B. Blagar people
    The Blagar people are an indigenous ethnic group of eastern Indonesia known for their distinct Austronesian language and coastal village communities in the Alor region.
  • C. Baniata people
    The Baniata people are an indigenous ethnic group of the Solomon Islands, known for their distinct language and traditional cultural practices.
  • D. Dagaaba people
    The Dagaaba people are an ethnic group of West Africa, primarily found in northwestern Ghana and parts of Burkina Faso and Ivory Coast, known for their agrarian lifestyle, rich oral traditions, and distinctive cultural practices.
  • E. Argobba people
    The Argobba people are a small Muslim ethnic group in northeastern Ethiopia known for their historic role in regional trade and their endangered Argobba language.
  • F. None of above. chosen

Provenance (2 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_69d8839174188190909f190097207065 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b033d6b88190a1366a58d63b0546 completed April 18, 2026, 4:24 p.m.
Created at: April 10, 2026, 5:21 a.m.