Triple

T9269675
Position Surface form Disambiguated ID Type / Status
Subject Angas–Sura subgroup E222792 entity
Predicate hasMember P10 FINISHED
Object Kofyar language
The Kofyar language is a Plateau language of central Nigeria spoken by the Kofyar people, known for its rich noun class system and complex tonal patterns.
 E788584 NE FINISHED

How this triple was built (4 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: Kofyar language | Statement: [Angas–Sura subgroup, hasMember, Kofyar language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kofyar language
Context triple: [Angas–Sura subgroup, hasMember, Kofyar language]
  • A. Cofán language
    The Cofán language is an indigenous language of the Cofán people, spoken primarily in northeastern Ecuador and adjacent areas of Colombia and considered endangered.
  • B. Koyra Senni language
    The Koyra Senni language is a Songhay language spoken primarily along the Niger River in Mali, notably around the city of Gao.
  • C. Kafa language
    The Kafa language is an Afroasiatic Omotic language spoken by the Kafa people of southwestern Ethiopia.
  • D. Gafat language
    The Gafat language is an extinct South Ethiopic Semitic language once spoken in Ethiopia, closely related to Harari and derived from the ancient Ge'ez linguistic tradition.
  • E. Bafut language
    The Bafut language is a Grassfields Bantu language spoken primarily by the Bafut people in the Northwest Region of Cameroon.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Kofyar language
Triple: [Angas–Sura subgroup, hasMember, Kofyar language]
Generated description
The Kofyar language is a Plateau language of central Nigeria spoken by the Kofyar people, known for its rich noun class system and complex tonal patterns.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kofyar language
Target entity description: The Kofyar language is a Plateau language of central Nigeria spoken by the Kofyar people, known for its rich noun class system and complex tonal patterns.
  • A. Cofán language
    The Cofán language is an indigenous language of the Cofán people, spoken primarily in northeastern Ecuador and adjacent areas of Colombia and considered endangered.
  • B. Koyra Senni language
    The Koyra Senni language is a Songhay language spoken primarily along the Niger River in Mali, notably around the city of Gao.
  • C. Kafa language
    The Kafa language is an Afroasiatic Omotic language spoken by the Kafa people of southwestern Ethiopia.
  • D. Gafat language
    The Gafat language is an extinct South Ethiopic Semitic language once spoken in Ethiopia, closely related to Harari and derived from the ancient Ge'ez linguistic tradition.
  • E. Bafut language
    The Bafut language is a Grassfields Bantu language spoken primarily by the Bafut people in the Northwest Region of Cameroon.
  • F. None of above. chosen

Provenance (5 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_69ca841ffe208190aa7bcffbef2f8379 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd074ef7408190b213c09491918132 completed April 1, 2026, 11:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69d09c2239a08190b954c8c57ced8fd2 completed April 4, 2026, 5:05 a.m.
NEDg Description generation batch_69d09cf1f2f48190b53e062c3eb4565d completed April 4, 2026, 5:09 a.m.
NED2 Entity disambiguation (via description) batch_69d09d914d688190af609c4485c746cc completed April 4, 2026, 5:11 a.m.
Created at: March 30, 2026, 7:33 p.m.