Triple

T11580483
Position Surface form Disambiguated ID Type / Status
Subject Borgu region E274612 entity
Predicate traditionalInhabitants P11159 FINISHED
Object Bariba people
The Bariba people are a major ethnic group of West Africa, primarily known for their historic kingdoms, cavalry traditions, and influential role in the cultural and political life of northern Benin and surrounding areas.
 E1160302 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: Bariba people | Statement: [Borgu region, traditionalInhabitants, Bariba people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bariba people
Context triple: [Borgu region, traditionalInhabitants, Bariba people]
  • A. Banaban people
    The Banaban people are an indigenous Micronesian community originally from Banaba Island in Kiribati, known for their displacement due to extensive phosphate mining and their resettlement on Rabi Island in Fiji.
  • B. Bassa people
    The Bassa people are an ethnic group primarily found in Liberia and neighboring West African countries, known for their distinct language, cultural traditions, and historical role in the region.
  • C. Ngbandi people
    The Ngbandi people are a Central African ethnic group primarily living along the Ubangi River in the Democratic Republic of the Congo and the Central African Republic, known for their riverine trade, agriculture, and rich oral traditions.
  • D. Obudu people
    The Obudu people are an ethnic group indigenous to the Obudu area of northern Cross River State in southeastern Nigeria, known for their distinct language and cultural traditions.
  • E. Lobi people
    The Lobi people are an ethnic group of West Africa, primarily found in Burkina Faso, Ghana, and Côte d’Ivoire, known for their distinctive mud architecture, wooden sculpture, and decentralized social organization.
  • 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: Bariba people
Triple: [Borgu region, traditionalInhabitants, Bariba people]
Generated description
The Bariba people are a major ethnic group of West Africa, primarily known for their historic kingdoms, cavalry traditions, and influential role in the cultural and political life of northern Benin and surrounding areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bariba people
Target entity description: The Bariba people are a major ethnic group of West Africa, primarily known for their historic kingdoms, cavalry traditions, and influential role in the cultural and political life of northern Benin and surrounding areas.
  • A. Banaban people
    The Banaban people are an indigenous Micronesian community originally from Banaba Island in Kiribati, known for their displacement due to extensive phosphate mining and their resettlement on Rabi Island in Fiji.
  • B. Bassa people
    The Bassa people are an ethnic group primarily found in Liberia and neighboring West African countries, known for their distinct language, cultural traditions, and historical role in the region.
  • C. Ngbandi people
    The Ngbandi people are a Central African ethnic group primarily living along the Ubangi River in the Democratic Republic of the Congo and the Central African Republic, known for their riverine trade, agriculture, and rich oral traditions.
  • D. Obudu people
    The Obudu people are an ethnic group indigenous to the Obudu area of northern Cross River State in southeastern Nigeria, known for their distinct language and cultural traditions.
  • E. Lobi people
    The Lobi people are an ethnic group of West Africa, primarily found in Burkina Faso, Ghana, and Côte d’Ivoire, known for their distinctive mud architecture, wooden sculpture, and decentralized social organization.
  • 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_69d6aae5ac3c81908d2b0a3a665665b2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8904c51b881909e7be84c6f3de79f completed April 10, 2026, 5:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff3643a23481909103166abb6aaa4e completed May 9, 2026, 1:27 p.m.
NEDg Description generation batch_69ff379902e48190a84c71f532140f14 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 8, 2026, 9:38 p.m.