Triple

T8774249
Position Surface form Disambiguated ID Type / Status
Subject Ashanti E208537 entity
Predicate ethnonym P4709 FINISHED
Object Asante
Asante refers to the Ashanti people, a major Akan ethnic group of Ghana known for their powerful precolonial kingdom, rich cultural traditions, and influential role in West African history.
 E756284 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: Asante | Statement: [Ashanti, ethnonym, Asante]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Asante
Context triple: [Ashanti, ethnonym, Asante]
  • A. Mamprusi
    The Mamprusi are a major Gur-speaking ethnic group of northern Ghana and parts of neighboring countries, known for their centralized chieftaincy system and rich traditions in agriculture, oral history, and Islam.
  • B. Agyieus
    Agyieus is an epithet of the Greek god Apollo, associated especially with his role as a protective, pillar-like household and city guardian.
  • C. Kaneshie
    Kaneshie is a bustling suburb of Accra, Ghana, known for its major transport hub and vibrant commercial activity.
  • D. Ashante
    Ashante is a local area or neighborhood that forms one of the subdivisions within the Osu district of Accra, Ghana.
  • E. Niani
    Niani was an important medieval West African city that served as the political and commercial center of the Mali Empire.
  • 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: Asante
Triple: [Ashanti, ethnonym, Asante]
Generated description
Asante refers to the Ashanti people, a major Akan ethnic group of Ghana known for their powerful precolonial kingdom, rich cultural traditions, and influential role in West African history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Asante
Target entity description: Asante refers to the Ashanti people, a major Akan ethnic group of Ghana known for their powerful precolonial kingdom, rich cultural traditions, and influential role in West African history.
  • A. Mamprusi
    The Mamprusi are a major Gur-speaking ethnic group of northern Ghana and parts of neighboring countries, known for their centralized chieftaincy system and rich traditions in agriculture, oral history, and Islam.
  • B. Agyieus
    Agyieus is an epithet of the Greek god Apollo, associated especially with his role as a protective, pillar-like household and city guardian.
  • C. Kaneshie
    Kaneshie is a bustling suburb of Accra, Ghana, known for its major transport hub and vibrant commercial activity.
  • D. Ashante
    Ashante is a local area or neighborhood that forms one of the subdivisions within the Osu district of Accra, Ghana.
  • E. Niani
    Niani was an important medieval West African city that served as the political and commercial center of the Mali Empire.
  • 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_69ca835edb4481909b4aafb616dc5eb7 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5f2ef3288190988bd69e8a02e741 completed March 31, 2026, 11:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf51c760b48190b2138cd2861b2c61 completed April 3, 2026, 5:36 a.m.
NEDg Description generation batch_69cf52f0886881909ceb9fbe54f84d11 completed April 3, 2026, 5:41 a.m.
NED2 Entity disambiguation (via description) batch_69cf53bc19fc81908f43c3fa29bae021 completed April 3, 2026, 5:44 a.m.
Created at: March 30, 2026, 6:41 p.m.