Triple
T23471008
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mampong |
E570125
|
entity |
| Predicate | hasMarket |
P2714
|
FINISHED |
| Object | Mampong central market |
—
|
NE NERFINISHED |
How this triple was built (3 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: Mampong central market | Statement: [Mampong, hasMarket, Mampong central market]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mampong central market Context triple: [Mampong, hasMarket, Mampong central market]
-
A.
Kumasi Central Market area
Kumasi Central Market area is a major commercial hub in Kumasi, Ghana, known for its vast, bustling open-air marketplace and dense concentration of traders and shops.
-
B.
Kaneshie Market
Kaneshie Market is a major bustling commercial hub in Accra, Ghana, known for its wide variety of goods, vibrant street life, and role as a key trading center in the city.
-
C.
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.
-
D.
Ejisu central market
Ejisu central market is a major commercial hub in Ejisu, Ghana, where traders and residents gather for the sale of foodstuffs, household goods, and other everyday commodities.
-
E.
Lorengau Market
Lorengau Market is the main local marketplace in Lorengau, Manus Island, Papua New Guinea, where residents trade fresh produce, fish, and everyday goods.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mampong central market Target entity description: Mampong central market is the main commercial hub of Mampong, where local traders and residents gather to buy and sell a wide variety of goods and produce.
-
A.
Kumasi Central Market area
Kumasi Central Market area is a major commercial hub in Kumasi, Ghana, known for its vast, bustling open-air marketplace and dense concentration of traders and shops.
-
B.
Kaneshie Market
Kaneshie Market is a major bustling commercial hub in Accra, Ghana, known for its wide variety of goods, vibrant street life, and role as a key trading center in the city.
-
C.
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.
-
D.
Ejisu central market
Ejisu central market is a major commercial hub in Ejisu, Ghana, where traders and residents gather for the sale of foodstuffs, household goods, and other everyday commodities.
-
E.
Lorengau Market
Lorengau Market is the main local marketplace in Lorengau, Manus Island, Papua New Guinea, where residents trade fresh produce, fish, and everyday goods.
- F. None of above. chosen
Provenance (2 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_69e245af8a88819084f2704f6d265a92 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1a6ff8dc0819086961b1f07030d9c |
completed | April 29, 2026, 6:36 a.m. |
Created at: April 17, 2026, 5:55 p.m.