Triple

T15497722
Position Surface form Disambiguated ID Type / Status
Subject Bura people E378863 entity
Predicate ethnolinguisticGroup P3349 FINISHED
Object Chadic peoples
The Chadic peoples are a diverse group of ethnic communities in Central and West Africa who speak languages of the Chadic branch of the Afroasiatic family, including well-known groups such as the Hausa and Bura.
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: [Bura people, ethnolinguisticGroup, Chadic peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chadic peoples
Context triple: [Bura people, 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. Gurunsi peoples
    The Gurunsi peoples are a collection of culturally related ethnic groups in southern Burkina Faso and northern Ghana, known for their distinctive artistic traditions, fortified compounds, and rich agrarian lifestyles.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: [Bura people, ethnolinguisticGroup, Chadic peoples]
Generated description
The Chadic peoples are a diverse group of ethnic communities in Central and West Africa who speak languages of the Chadic branch of the Afroasiatic family, including well-known groups such as the Hausa and Bura.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chadic peoples
Target entity description: The Chadic peoples are a diverse group of ethnic communities in Central and West Africa who speak languages of the Chadic branch of the Afroasiatic family, including well-known groups such as the Hausa and Bura.
  • 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. Gurunsi peoples
    The Gurunsi peoples are a collection of culturally related ethnic groups in southern Burkina Faso and northern Ghana, known for their distinctive artistic traditions, fortified compounds, and rich agrarian lifestyles.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69d85cd53a7c819080f5b9042c4c199e completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03fb0aee081909db1c54349ec8492 completed April 16, 2026, 1:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff3665769c8190be1af51a82a5e75f completed May 9, 2026, 1:28 p.m.
NEDg Description generation batch_69ff37ac082c81908e057c2d61a79cf0 completed May 9, 2026, 1:33 p.m.
NED2 Entity disambiguation (via description) batch_69ff384962f88190964fc040a2a44aa8 completed May 9, 2026, 1:36 p.m.
Created at: April 10, 2026, 3:53 a.m.