Triple
T6297850
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maroua |
E141174
|
entity |
| Predicate | hasMarket |
P2714
|
FINISHED |
| Object |
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.
|
E581802
|
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: Maroua central market | Statement: [Maroua, hasMarket, Maroua central market]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maroua central market Context triple: [Maroua, hasMarket, Maroua central market]
-
A.
Dugbe Market
Dugbe Market is a major commercial hub and traditional open-air marketplace in Ibadan, Nigeria, known for its bustling trade in a wide variety of goods.
-
B.
Sandaga Market
Sandaga Market is a bustling, historic open-air marketplace in central Dakar, Senegal, known for its vibrant atmosphere and wide variety of goods, from textiles and crafts to food and everyday items.
-
C.
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.
-
D.
Sabon Gari market
Sabon Gari market is a major commercial hub in Kano State, Nigeria, known for its diverse traders, bustling atmosphere, and wide range of goods.
-
E.
Idumota Market
Idumota Market is one of the largest and busiest open-air markets in Lagos, Nigeria, known as a major hub for wholesale and retail trade, especially in electronics, films, and household goods.
- 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: Maroua central market Triple: [Maroua, hasMarket, Maroua central market]
Generated description
Maroua central market is a bustling commercial hub in Maroua, Cameroon, known for its vibrant trade in local produce, textiles, crafts, and livestock.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maroua central market Target entity description: Maroua central market is a bustling commercial hub in Maroua, Cameroon, known for its vibrant trade in local produce, textiles, crafts, and livestock.
-
A.
Dugbe Market
Dugbe Market is a major commercial hub and traditional open-air marketplace in Ibadan, Nigeria, known for its bustling trade in a wide variety of goods.
-
B.
Sandaga Market
Sandaga Market is a bustling, historic open-air marketplace in central Dakar, Senegal, known for its vibrant atmosphere and wide variety of goods, from textiles and crafts to food and everyday items.
-
C.
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.
-
D.
Sabon Gari market
Sabon Gari market is a major commercial hub in Kano State, Nigeria, known for its diverse traders, bustling atmosphere, and wide range of goods.
-
E.
Idumota Market
Idumota Market is one of the largest and busiest open-air markets in Lagos, Nigeria, known as a major hub for wholesale and retail trade, especially in electronics, films, and household goods.
- 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_69c008cdf2ac8190bb640c94478fb4ed |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0643bd0748190af7abbebb6f94242 |
completed | March 22, 2026, 9:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c51993b8ec8190a0813d66851ac201 |
completed | March 26, 2026, 11:33 a.m. |
| NEDg | Description generation | batch_69c51eaa277c81908a4566da138c8047 |
completed | March 26, 2026, 11:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c51f583f788190ac716a02f584f093 |
completed | March 26, 2026, 11:58 a.m. |
Created at: March 22, 2026, 4:27 p.m.