Triple

T14392088
Position Surface form Disambiguated ID Type / Status
Subject Kilba E356867 entity
Predicate ethnolinguisticGroup P3349 FINISHED
Object Chadic peoples
The Chadic peoples are a diverse collection of ethnic groups in Central and West Africa who speak languages of the Chadic branch of the Afroasiatic family, including well-known groups such as the Hausa.
E905188 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: Chadic peoples | Statement: [Kilba, ethnolinguisticGroup, Chadic peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chadic peoples
Context triple: [Kilba, ethnolinguisticGroup, Chadic peoples]
  • A. Central Chadic peoples
    The Central Chadic peoples are a group of ethnolinguistic communities in the Lake Chad region who speak Central Chadic (Biu–Mandara) languages and share related cultural traditions.
  • B. Songhai people
    The Songhai people are a major West African ethnic group historically centered along the Niger River, renowned for founding the powerful Songhai Empire with its capitals at Gao and Timbuktu.
  • C. Bamun people
    The Bamun people are a Central African ethnic group primarily from western Cameroon, known for their historic kingdom, distinctive art and architecture, and the creation of the Bamum script under Sultan Ibrahim Njoya.
  • D. Kabba people
    The Kabba people are an ethnic group primarily residing in the Central African Republic, known for their distinct cultural traditions and use of the Kabba language.
  • E. Kanuri people
    The Kanuri people are a predominantly Muslim ethnic group of the central Sahara and Lake Chad region, historically associated with the powerful Kanem-Bornu Empire and known for their distinct language and cultural traditions.
  • 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: Chadic peoples
Triple: [Kilba, ethnolinguisticGroup, Chadic peoples]
Generated description
The Chadic peoples are a diverse collection of ethnic groups in Central and West Africa who speak languages of the Chadic branch of the Afroasiatic family, including well-known groups such as the Hausa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chadic peoples
Target entity description: The Chadic peoples are a diverse collection of ethnic groups in Central and West Africa who speak languages of the Chadic branch of the Afroasiatic family, including well-known groups such as the Hausa.
  • A. Central Chadic peoples chosen
    The Central Chadic peoples are a group of ethnolinguistic communities in the Lake Chad region who speak Central Chadic (Biu–Mandara) languages and share related cultural traditions.
  • B. Songhai people
    The Songhai people are a major West African ethnic group historically centered along the Niger River, renowned for founding the powerful Songhai Empire with its capitals at Gao and Timbuktu.
  • C. Bamun people
    The Bamun people are a Central African ethnic group primarily from western Cameroon, known for their historic kingdom, distinctive art and architecture, and the creation of the Bamum script under Sultan Ibrahim Njoya.
  • D. Kabba people
    The Kabba people are an ethnic group primarily residing in the Central African Republic, known for their distinct cultural traditions and use of the Kabba language.
  • E. Kanuri people
    The Kanuri people are a predominantly Muslim ethnic group of the central Sahara and Lake Chad region, historically associated with the powerful Kanem-Bornu Empire and known for their distinct language and cultural traditions.
  • F. None of above.

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_69d827927c988190ad98bb0360981783 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de902b9acc8190817ffa848a76a880 completed April 14, 2026, 7:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd5517f5e481908fd65177c34f4282 completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd56cbbf7c8190a2e726ac415d3a38 completed May 8, 2026, 3:21 a.m.
NED2 Entity disambiguation (via description) batch_69fd57911f788190a1a69bb344b15275 completed May 8, 2026, 3:25 a.m.
Created at: April 10, 2026, 1:16 a.m.