Triple

T10300078
Position Surface form Disambiguated ID Type / Status
Subject Bobo-Dioulasso E241604 entity
Predicate majorEthnicGroup P1898 FINISHED
Object Bobo
The Bobo are an ethnic group of West Africa, primarily living in western Burkina Faso and known for their farming traditions and rich mask-based ceremonial culture.
 E856367 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: Bobo | Statement: [Bobo-Dioulasso, majorEthnicGroup, Bobo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bobo
Context triple: [Bobo-Dioulasso, majorEthnicGroup, Bobo]
  • A. Bobo
    Bobo is a major Mande language spoken primarily in parts of West Africa, notably in Burkina Faso and Mali.
  • B. Mr. Bobo
    Mr. Bobo is an eccentric, retired circus performer who lives upstairs from Coraline and obsessively trains a troupe of jumping mice in Neil Gaiman’s novella "Coraline."
  • C. Babo
    Babo is a central character in Herman Melville’s novella "Benito Cereno," known as the cunning leader of a slave revolt who manipulates appearances aboard a Spanish slave ship.
  • D. Bubs
    Bubs is a casual nickname commonly used for the character Bubbles, often conveying affection or familiarity.
  • E. Teddy
    Teddy is a character in Louisa May Alcott’s novel "Jo’s Boys," part of the continuation of the March family saga begun in "Little Women."
  • 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: Bobo
Triple: [Bobo-Dioulasso, majorEthnicGroup, Bobo]
Generated description
The Bobo are an ethnic group of West Africa, primarily living in western Burkina Faso and known for their farming traditions and rich mask-based ceremonial culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bobo
Target entity description: The Bobo are an ethnic group of West Africa, primarily living in western Burkina Faso and known for their farming traditions and rich mask-based ceremonial culture.
  • A. Bobo
    Bobo is a major Mande language spoken primarily in parts of West Africa, notably in Burkina Faso and Mali.
  • B. Mr. Bobo
    Mr. Bobo is an eccentric, retired circus performer who lives upstairs from Coraline and obsessively trains a troupe of jumping mice in Neil Gaiman’s novella "Coraline."
  • C. Babo
    Babo is a central character in Herman Melville’s novella "Benito Cereno," known as the cunning leader of a slave revolt who manipulates appearances aboard a Spanish slave ship.
  • D. Bubs
    Bubs is a casual nickname commonly used for the character Bubbles, often conveying affection or familiarity.
  • E. Teddy
    Teddy is a character in Louisa May Alcott’s novel "Jo’s Boys," part of the continuation of the March family saga begun in "Little Women."
  • 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_69d381aaafc08190af475ef58dc16aba completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d2ee10f88190b1615c49b8f24a26 completed April 7, 2026, 9:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69d71d3f2c2c8190a71e4a896d8753e7 completed April 9, 2026, 3:30 a.m.
NEDg Description generation batch_69d7318402f08190b655bdddbd97ecb9 completed April 9, 2026, 4:56 a.m.
NED2 Entity disambiguation (via description) batch_69d734473ef48190852dbe48742a4273 completed April 9, 2026, 5:08 a.m.
Created at: April 6, 2026, 11:44 a.m.