Triple

T15407197
Position Surface form Disambiguated ID Type / Status
Subject Gwandara E368490 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: [Gwandara, ethnolinguisticGroup, Chadic peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chadic peoples
Context triple: [Gwandara, 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: [Gwandara, 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. 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_69d85a16c68c819099c1b547fbc87b32 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03ea36c6881909eaea48e9608897a completed April 16, 2026, 1:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff135a26f08190ad3fc1d5a263a24e completed May 9, 2026, 10:58 a.m.
NEDg Description generation batch_69ff144af00481909191a2d33874c195 completed May 9, 2026, 11:02 a.m.
NED2 Entity disambiguation (via description) batch_69ff15ae7c9c81909fd0894e48e5b5b1 completed May 9, 2026, 11:08 a.m.
Created at: April 10, 2026, 3:20 a.m.