Triple

T6077228
Position Surface form Disambiguated ID Type / Status
Subject West Region E135430 entity
Predicate hasMajorEthnicGroup P1898 FINISHED
Object Bamiléké
The Bamiléké are a major Central African ethnic group of Cameroon known for their rich cultural traditions, entrepreneurial spirit, and densely populated chiefdoms in the country’s western highlands.
 E569433 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: Bamiléké | Statement: [West Region, hasMajorEthnicGroup, Bamiléké]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bamiléké
Context triple: [West Region, hasMajorEthnicGroup, Bamiléké]
  • A. Madoqua
    Madoqua is a genus of small African antelopes commonly known as dik-diks, characterized by their diminutive size, elongated snouts, and monogamous pair bonds.
  • B. Ngola
    Ngola is an alternative name for the Angolar people, a community of African descent primarily associated with São Tomé and Príncipe.
  • C. Mande
    Mande is a major branch of the Niger-Congo language family comprising numerous related languages spoken across West Africa, particularly in countries like Mali, Guinea, and Sierra Leone.
  • D. Sosso state
    The Sosso state was a medieval West African kingdom that rose to prominence in the 12th–13th centuries after the decline of the Ghana Empire and before being conquered by the emerging Mali Empire.
  • E. Ewondo
    Ewondo is a Bantu language spoken primarily by the Ewondo people in central Cameroon, including in and around the capital city, Yaoundé.
  • 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: Bamiléké
Triple: [West Region, hasMajorEthnicGroup, Bamiléké]
Generated description
The Bamiléké are a major Central African ethnic group of Cameroon known for their rich cultural traditions, entrepreneurial spirit, and densely populated chiefdoms in the country’s western highlands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bamiléké
Target entity description: The Bamiléké are a major Central African ethnic group of Cameroon known for their rich cultural traditions, entrepreneurial spirit, and densely populated chiefdoms in the country’s western highlands.
  • A. Madoqua
    Madoqua is a genus of small African antelopes commonly known as dik-diks, characterized by their diminutive size, elongated snouts, and monogamous pair bonds.
  • B. Ngola
    Ngola is an alternative name for the Angolar people, a community of African descent primarily associated with São Tomé and Príncipe.
  • C. Mande
    Mande is a major branch of the Niger-Congo language family comprising numerous related languages spoken across West Africa, particularly in countries like Mali, Guinea, and Sierra Leone.
  • D. Sosso state
    The Sosso state was a medieval West African kingdom that rose to prominence in the 12th–13th centuries after the decline of the Ghana Empire and before being conquered by the emerging Mali Empire.
  • E. Ewondo
    Ewondo is a Bantu language spoken primarily by the Ewondo people in central Cameroon, including in and around the capital city, Yaoundé.
  • 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_69c0087ad31c8190ab936e0ff28614b6 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c0576ef2c88190b0ec62e9f041d176 completed March 22, 2026, 8:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1252a178c81909a3d689ad748fb5e completed March 23, 2026, 11:34 a.m.
NEDg Description generation batch_69c1288420dc8190bd70eba4c1a789df completed March 23, 2026, 11:48 a.m.
NED2 Entity disambiguation (via description) batch_69c129259d988190aa53f1637ff05be5 completed March 23, 2026, 11:51 a.m.
Created at: March 22, 2026, 4:11 p.m.