Triple

T540197
Position Surface form Disambiguated ID Type / Status
Subject West Africa E12611 entity
Predicate hasEthnicGroup P1898 FINISHED
Object 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.
E70582 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: Mandinka people | Statement: [West Africa, hasEthnicGroup, Mandinka people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mandinka people
Context triple: [West Africa, hasEthnicGroup, Mandinka people]
  • A. Nupe people
    The Nupe people are a major ethnic group in central Nigeria known for their rich cultural heritage, traditional crafts, and historical kingdom along the Niger River.
  • B. Bembe people
    The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual traditions.
  • C. Jukun people
    The Jukun people are an ethnic group of central Nigeria, historically associated with the Kwararafa confederacy and known for their distinct language, culture, and traditional religious practices.
  • D. Urhobo people
    The Urhobo people are a major ethnic group in southern Nigeria, primarily inhabiting Delta State, known for their rich cultural traditions, language, and involvement in the oil-producing Niger Delta region.
  • E. Fipa people
    The Fipa people are a Bantu-speaking ethnic group of western Tanzania, traditionally known for their centralized chiefdoms, ironworking, and agriculture around the Lake Tanganyika region.
  • 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: Mandinka people
Triple: [West Africa, hasEthnicGroup, Mandinka people]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mandinka people
Target entity description: 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.
  • A. Nupe people
    The Nupe people are a major ethnic group in central Nigeria known for their rich cultural heritage, traditional crafts, and historical kingdom along the Niger River.
  • B. Bembe people
    The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual traditions.
  • C. Jukun people
    The Jukun people are an ethnic group of central Nigeria, historically associated with the Kwararafa confederacy and known for their distinct language, culture, and traditional religious practices.
  • D. Urhobo people
    The Urhobo people are a major ethnic group in southern Nigeria, primarily inhabiting Delta State, known for their rich cultural traditions, language, and involvement in the oil-producing Niger Delta region.
  • E. Fipa people
    The Fipa people are a Bantu-speaking ethnic group of western Tanzania, traditionally known for their centralized chiefdoms, ironworking, and agriculture around the Lake Tanganyika region.
  • 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_69a49334226c81908b0ea1689ef6aa3f completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4985feee481908184a39210feab95 completed March 1, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4ed30d578819091c6c1f4c5eba301 completed March 2, 2026, 1:51 a.m.
NEDg Description generation batch_69a4edbab33881909369a7fc81165cf4 completed March 2, 2026, 1:54 a.m.
NED2 Entity disambiguation (via description) batch_69a4ee0f4e008190a9bdcc1ec93cefb3 completed March 2, 2026, 1:55 a.m.
Created at: March 1, 2026, 7:32 p.m.