Triple

T14664692
Position Surface form Disambiguated ID Type / Status
Subject National Museum of Mali E344336 entity
Predicate hasSubject P450 FINISHED
Object Bamana culture
Bamana culture is a major Mande cultural tradition of Mali, renowned for its rich artistic heritage, complex initiation societies, and influential role in West African history and religion.
E1114480 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: Bamana culture | Statement: [National Museum of Mali, hasSubject, Bamana culture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bamana culture
Context triple: [National Museum of Mali, hasSubject, Bamana culture]
  • A. Diola culture
    Diola culture is the rich traditional way of life of the Diola (Jola) people of Senegal, The Gambia, and Guinea-Bissau, known for its rice cultivation, communal social structures, and distinctive religious and artistic practices.
  • B. Senufo people
    The Senufo people are an ethnic group of West Africa known for their rich agricultural traditions, complex social organization, and highly regarded artistic heritage, especially in sculpture and mask-making.
  • C. Dagomba people
    The Dagomba people are a major Gur-speaking ethnic group of northern Ghana and neighboring Togo, known for their centralized chieftaincy system, rich drumming traditions, and Islamic-influenced culture.
  • D. Baoulé people
    The Baoulé people are a major Akan ethnic group of central Côte d’Ivoire, known for their influential role in Ivorian history, agriculture, and rich artistic traditions, including sculpture and weaving.
  • E. Toucouleur people
    The Toucouleur people are a West African ethnic group, primarily Muslim, historically centered along the Senegal River and known for their role in regional trade and Islamic scholarship.
  • 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: Bamana culture
Triple: [National Museum of Mali, hasSubject, Bamana culture]
Generated description
Bamana culture is a major Mande cultural tradition of Mali, renowned for its rich artistic heritage, complex initiation societies, and influential role in West African history and religion.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bamana culture
Target entity description: Bamana culture is a major Mande cultural tradition of Mali, renowned for its rich artistic heritage, complex initiation societies, and influential role in West African history and religion.
  • A. Diola culture
    Diola culture is the rich traditional way of life of the Diola (Jola) people of Senegal, The Gambia, and Guinea-Bissau, known for its rice cultivation, communal social structures, and distinctive religious and artistic practices.
  • B. Senufo people
    The Senufo people are an ethnic group of West Africa known for their rich agricultural traditions, complex social organization, and highly regarded artistic heritage, especially in sculpture and mask-making.
  • C. Dagomba people
    The Dagomba people are a major Gur-speaking ethnic group of northern Ghana and neighboring Togo, known for their centralized chieftaincy system, rich drumming traditions, and Islamic-influenced culture.
  • D. Baoulé people
    The Baoulé people are a major Akan ethnic group of central Côte d’Ivoire, known for their influential role in Ivorian history, agriculture, and rich artistic traditions, including sculpture and weaving.
  • E. Toucouleur people
    The Toucouleur people are a West African ethnic group, primarily Muslim, historically centered along the Senegal River and known for their role in regional trade and Islamic scholarship.
  • 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_69d822e283fc8190a0e4c235cf880052 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb54c69f8819080a37161deecfba8 completed April 14, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69fde175db5881908f88d2b3fd72bb52 completed May 8, 2026, 1:13 p.m.
NEDg Description generation batch_69fde70b2b7c81909676d8d6f1b2e78f completed May 8, 2026, 1:37 p.m.
NED2 Entity disambiguation (via description) batch_69fde7c662f4819080e1013b1c997934 completed May 8, 2026, 1:40 p.m.
Created at: April 10, 2026, 1:27 a.m.