Triple

T14289594
Position Surface form Disambiguated ID Type / Status
Subject Dyula people E354272 entity
Predicate arePartOf P1925 FINISHED
Object Mandé cultural sphere
The Mandé cultural sphere is a broad West African cultural and linguistic complex encompassing various Mandé-speaking peoples, histories, and traditions across countries such as Mali, Guinea, Côte d’Ivoire, and Burkina Faso.
E1091958 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: Mandé cultural sphere | Statement: [Dyula people, arePartOf, Mandé cultural sphere]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mandé cultural sphere
Context triple: [Dyula people, arePartOf, Mandé cultural sphere]
  • A. Ashanti cultural area
    The Ashanti cultural area is a region in Ghana historically associated with the Ashanti people, renowned for its rich traditions, powerful precolonial kingdom, and distinctive arts such as kente weaving and goldwork.
  • B. Ijesha cultural area
    The Ijesha cultural area is a Yoruba subcultural region in southwestern Nigeria known for its distinct dialect, traditions, and historical towns such as Ilesa and Erin Ijesa.
  • C. Senufo cultural region
    The Senufo cultural region is a West African area inhabited primarily by Senufo peoples, known for their distinctive languages, rich masking traditions, and highly developed sculptural and musical arts.
  • D. Madura cultural region
    The Madura cultural region is an area of eastern Indonesia centered on Madura Island and surrounding territories, known for its distinct Madurese language, Islamic traditions, and characteristic customs such as bull racing (karapan sapi).
  • E. Ngada cultural area
    The Ngada cultural area is a region in central Flores, Indonesia, known for its distinctive Ngada ethnic communities, traditional villages with megalithic stone structures, and rich ancestral rituals.
  • 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: Mandé cultural sphere
Triple: [Dyula people, arePartOf, Mandé cultural sphere]
Generated description
The Mandé cultural sphere is a broad West African cultural and linguistic complex encompassing various Mandé-speaking peoples, histories, and traditions across countries such as Mali, Guinea, Côte d’Ivoire, and Burkina Faso.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mandé cultural sphere
Target entity description: The Mandé cultural sphere is a broad West African cultural and linguistic complex encompassing various Mandé-speaking peoples, histories, and traditions across countries such as Mali, Guinea, Côte d’Ivoire, and Burkina Faso.
  • A. Ashanti cultural area
    The Ashanti cultural area is a region in Ghana historically associated with the Ashanti people, renowned for its rich traditions, powerful precolonial kingdom, and distinctive arts such as kente weaving and goldwork.
  • B. Ijesha cultural area
    The Ijesha cultural area is a Yoruba subcultural region in southwestern Nigeria known for its distinct dialect, traditions, and historical towns such as Ilesa and Erin Ijesa.
  • C. Senufo cultural region
    The Senufo cultural region is a West African area inhabited primarily by Senufo peoples, known for their distinctive languages, rich masking traditions, and highly developed sculptural and musical arts.
  • D. Madura cultural region
    The Madura cultural region is an area of eastern Indonesia centered on Madura Island and surrounding territories, known for its distinct Madurese language, Islamic traditions, and characteristic customs such as bull racing (karapan sapi).
  • E. Ngada cultural area
    The Ngada cultural area is a region in central Flores, Indonesia, known for its distinctive Ngada ethnic communities, traditional villages with megalithic stone structures, and rich ancestral rituals.
  • 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_69d8278e17088190b328c5a9d4be74ff completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6981e9148190baf2ed56a7b7340e completed April 14, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd3d1e14d4819091c381f96c43c58b completed May 8, 2026, 1:32 a.m.
NEDg Description generation batch_69fd3e6dde6081908a37817e4dd22ecd completed May 8, 2026, 1:37 a.m.
NED2 Entity disambiguation (via description) batch_69fd3f42ccdc81908399d8f9a2f0da31 completed May 8, 2026, 1:41 a.m.
Created at: April 10, 2026, 1:11 a.m.