Triple

T7131624
Position Surface form Disambiguated ID Type / Status
Subject Mande E166201 entity
Predicate hasEthnolinguisticGroup P1898 FINISHED
Object Mande peoples
The Mande peoples are a large and diverse group of West African ethnic communities historically known for powerful empires like Mali and for their rich traditions in trade, music, and oral history.
E646468 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: Mande peoples | Statement: [Mande, hasEthnolinguisticGroup, Mande peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mande peoples
Context triple: [Mande, hasEthnolinguisticGroup, Mande peoples]
  • A. Bambara people
    The Bambara people are a major Mande ethnic group of West Africa, primarily in Mali, known for their rich agricultural traditions, distinctive language, and influential cultural and artistic heritage.
  • B. Mandinka people
    The Mandinka people are a major Mande-speaking ethnic group of West Africa known for their rich oral traditions, Islamic scholarship, and historical role in the Mali Empire.
  • 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. Soninke people
    The Soninke people are a West African ethnic group historically known as founders of the ancient Ghana Empire and as influential traders and farmers across present-day Mali, Mauritania, Senegal, and neighboring countries.
  • E. Mandingo
    Mandingo is a controversial 1975 American film set on a Southern slave plantation, known for its graphic depiction of slavery, racism, and sexual exploitation.
  • 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: Mande peoples
Triple: [Mande, hasEthnolinguisticGroup, Mande peoples]
Generated description
The Mande peoples are a large and diverse group of West African ethnic communities historically known for powerful empires like Mali and for their rich traditions in trade, music, and oral history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mande peoples
Target entity description: The Mande peoples are a large and diverse group of West African ethnic communities historically known for powerful empires like Mali and for their rich traditions in trade, music, and oral history.
  • A. Bambara people
    The Bambara people are a major Mande ethnic group of West Africa, primarily in Mali, known for their rich agricultural traditions, distinctive language, and influential cultural and artistic heritage.
  • B. Mandinka people
    The Mandinka people are a major Mande-speaking ethnic group of West Africa known for their rich oral traditions, Islamic scholarship, and historical role in the Mali Empire.
  • 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. Soninke people
    The Soninke people are a West African ethnic group historically known as founders of the ancient Ghana Empire and as influential traders and farmers across present-day Mali, Mauritania, Senegal, and neighboring countries.
  • E. Mandingo
    Mandingo is a controversial 1975 American film set on a Southern slave plantation, known for its graphic depiction of slavery, racism, and sexual exploitation.
  • 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_69c68884a9388190af42f90d1c1a7151 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e66f15b88190bc1fb0f0a8af16a6 completed March 27, 2026, 8:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7b8e0a06c819091b47dd41acb47b7 completed March 28, 2026, 11:17 a.m.
NEDg Description generation batch_69c7b97893308190b349afb452d4e154 completed March 28, 2026, 11:20 a.m.
NED2 Entity disambiguation (via description) batch_69c7b9f805b88190866170fdd8ce07ff completed March 28, 2026, 11:22 a.m.
Created at: March 27, 2026, 2:44 p.m.