Triple

T10300091
Position Surface form Disambiguated ID Type / Status
Subject Bobo-Dioulasso E241604 entity
Predicate hasMarket P2714 FINISHED
Object Grand Marché de Bobo-Dioulasso
The Grand Marché de Bobo-Dioulasso is a major central market in Burkina Faso’s second-largest city, known for its bustling trade in local produce, textiles, crafts, and everyday goods.
E856372 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: Grand Marché de Bobo-Dioulasso | Statement: [Bobo-Dioulasso, hasMarket, Grand Marché de Bobo-Dioulasso]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Grand Marché de Bobo-Dioulasso
Context triple: [Bobo-Dioulasso, hasMarket, Grand Marché de Bobo-Dioulasso]
  • A. Serekunda Market
    Serekunda Market is a bustling, open-air commercial hub in The Gambia known for its dense crowds, vibrant atmosphere, and wide variety of goods ranging from fresh produce to textiles and crafts.
  • B. Lomé Grand Market
    Lomé Grand Market is a bustling central marketplace in Togo’s capital, known for its vibrant atmosphere and wide variety of local goods, textiles, and produce.
  • C. Bignona
    Bignona is a town in southern Senegal’s Casamance region, known as a local center of trade and cultural diversity.
  • D. Bobo-Dioulasso
    Bobo-Dioulasso is the second-largest city of Burkina Faso, known as a major economic and cultural center in the country’s southwest.
  • E. Maroua central market
    Maroua central market is a bustling commercial hub in Maroua, Cameroon, known for its vibrant trade in local produce, textiles, crafts, and livestock.
  • 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: Grand Marché de Bobo-Dioulasso
Triple: [Bobo-Dioulasso, hasMarket, Grand Marché de Bobo-Dioulasso]
Generated description
The Grand Marché de Bobo-Dioulasso is a major central market in Burkina Faso’s second-largest city, known for its bustling trade in local produce, textiles, crafts, and everyday goods.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Grand Marché de Bobo-Dioulasso
Target entity description: The Grand Marché de Bobo-Dioulasso is a major central market in Burkina Faso’s second-largest city, known for its bustling trade in local produce, textiles, crafts, and everyday goods.
  • A. Serekunda Market
    Serekunda Market is a bustling, open-air commercial hub in The Gambia known for its dense crowds, vibrant atmosphere, and wide variety of goods ranging from fresh produce to textiles and crafts.
  • B. Lomé Grand Market
    Lomé Grand Market is a bustling central marketplace in Togo’s capital, known for its vibrant atmosphere and wide variety of local goods, textiles, and produce.
  • C. Bignona
    Bignona is a town in southern Senegal’s Casamance region, known as a local center of trade and cultural diversity.
  • D. Bobo-Dioulasso
    Bobo-Dioulasso is the second-largest city of Burkina Faso, known as a major economic and cultural center in the country’s southwest.
  • E. Maroua central market
    Maroua central market is a bustling commercial hub in Maroua, Cameroon, known for its vibrant trade in local produce, textiles, crafts, and livestock.
  • 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.