Triple

T11796515
Position Surface form Disambiguated ID Type / Status
Subject West Africans E280517 entity
Predicate hasSubgroup P747 FINISHED
Object Bobo people
The Bobo people are an ethnic group of West Africa, primarily in Burkina Faso and Mali, known for their farming traditions, mask-centered rituals, and rich artistic and spiritual culture.
E1178666 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: Bobo people | Statement: [West Africans, hasSubgroup, Bobo people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bobo people
Context triple: [West Africans, hasSubgroup, Bobo people]
  • A. Bozo people
    The Bozo people are a West African ethnic group of traditionally semi-nomadic fishermen and boatmen living primarily along the waterways of Mali’s Inner Niger Delta.
  • B. Bonan people
    The Bonan people are a small Muslim ethnic minority in China, primarily living in Gansu and Qinghai provinces, known for their mixed Mongolic, Turkic, and Han heritage and their distinct Bonan language.
  • C. Mbojo people
    The Mbojo people are an indigenous ethnic group from the Bima region of eastern Sumbawa in Indonesia, known for their distinct culture, traditions, and regional influence.
  • D. Baatonu people
    The Baatonu people are a West African ethnic group primarily known for their historical kingdom of Borgu, rich oral traditions, and distinctive cultural practices in what is now Benin and Nigeria.
  • E. Madi people
    The Madi people are an ethnic group of Central Africa, primarily living in northern Uganda and South Sudan, known for their distinct cultural traditions and Nilotic heritage.
  • 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: Bobo people
Triple: [West Africans, hasSubgroup, Bobo people]
Generated description
The Bobo people are an ethnic group of West Africa, primarily in Burkina Faso and Mali, known for their farming traditions, mask-centered rituals, and rich artistic and spiritual culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bobo people
Target entity description: The Bobo people are an ethnic group of West Africa, primarily in Burkina Faso and Mali, known for their farming traditions, mask-centered rituals, and rich artistic and spiritual culture.
  • A. Bozo people
    The Bozo people are a West African ethnic group of traditionally semi-nomadic fishermen and boatmen living primarily along the waterways of Mali’s Inner Niger Delta.
  • B. Bonan people
    The Bonan people are a small Muslim ethnic minority in China, primarily living in Gansu and Qinghai provinces, known for their mixed Mongolic, Turkic, and Han heritage and their distinct Bonan language.
  • C. Mbojo people
    The Mbojo people are an indigenous ethnic group from the Bima region of eastern Sumbawa in Indonesia, known for their distinct culture, traditions, and regional influence.
  • D. Baatonu people
    The Baatonu people are a West African ethnic group primarily known for their historical kingdom of Borgu, rich oral traditions, and distinctive cultural practices in what is now Benin and Nigeria.
  • E. Madi people
    The Madi people are an ethnic group of Central Africa, primarily living in northern Uganda and South Sudan, known for their distinct cultural traditions and Nilotic heritage.
  • 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_69d6ab258b808190b1735835c841e3a4 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5a1cda0819092d66a82fd882786 completed April 10, 2026, 7:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff99742618819083bba63ce9f27895 completed May 9, 2026, 8:30 p.m.
NEDg Description generation batch_69ff9b3f6ef0819087ad4ffd2e85ec0e completed May 9, 2026, 8:38 p.m.
NED2 Entity disambiguation (via description) batch_69ff9bebae208190a3a2f76ae9893238 completed May 9, 2026, 8:41 p.m.
Created at: April 8, 2026, 9:42 p.m.