Triple
T3406757
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cotonou |
E71791
|
entity |
| Predicate | hasLandmark |
P105
|
FINISHED |
| Object |
Dantokpa Market
Dantokpa Market is a vast open-air marketplace in Cotonou, Benin, known as one of West Africa’s largest and busiest commercial hubs.
|
E355885
|
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: Dantokpa Market | Statement: [Cotonou, hasLandmark, Dantokpa Market]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dantokpa Market Context triple: [Cotonou, hasLandmark, Dantokpa Market]
-
A.
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.
-
B.
Wunti Market
Wunti Market is a major traditional commercial hub in Bauchi, Nigeria, known for its bustling trade in foodstuffs, textiles, and everyday goods.
-
C.
Mandilas Market
Mandilas Market is a bustling commercial hub on Lagos Island in Nigeria, known for its dense concentration of shops and traders dealing in clothing, textiles, and assorted goods.
-
D.
Binh Tay Market
Binh Tay Market is a historic wholesale market in Ho Chi Minh City’s Chinatown, known for its bustling trade, Chinese-influenced architecture, and vibrant local commerce.
-
E.
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.
- 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: Dantokpa Market Triple: [Cotonou, hasLandmark, Dantokpa Market]
Generated description
Dantokpa Market is a vast open-air marketplace in Cotonou, Benin, known as one of West Africa’s largest and busiest commercial hubs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dantokpa Market Target entity description: Dantokpa Market is a vast open-air marketplace in Cotonou, Benin, known as one of West Africa’s largest and busiest commercial hubs.
-
A.
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.
-
B.
Wunti Market
Wunti Market is a major traditional commercial hub in Bauchi, Nigeria, known for its bustling trade in foodstuffs, textiles, and everyday goods.
-
C.
Mandilas Market
Mandilas Market is a bustling commercial hub on Lagos Island in Nigeria, known for its dense concentration of shops and traders dealing in clothing, textiles, and assorted goods.
-
D.
Binh Tay Market
Binh Tay Market is a historic wholesale market in Ho Chi Minh City’s Chinatown, known for its bustling trade, Chinese-influenced architecture, and vibrant local commerce.
-
E.
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.
- 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_69ad85ac312481909e7027ced1456a9f |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb8ec68c88190913df5f6cafad9e9 |
completed | March 8, 2026, 5:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b34bd8c0ec8190bd44d33fc031c845 |
completed | March 12, 2026, 11:27 p.m. |
| NEDg | Description generation | batch_69b34fbd85f081908dc7121e7f68a838 |
completed | March 12, 2026, 11:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b350f1d2988190990417816bf5f028 |
completed | March 12, 2026, 11:49 p.m. |
Created at: March 8, 2026, 3:15 p.m.