Triple
T3024459
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aba |
E82542
|
entity |
| Predicate | majorMarket |
P4848
|
FINISHED |
| Object |
Aba Main Market
Aba Main Market is a large commercial hub in Aba, Nigeria, known for its bustling trade in textiles, footwear, and various manufactured goods.
|
E321205
|
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: Aba Main Market | Statement: [Aba, majorMarket, Aba Main Market]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aba Main Market Context triple: [Aba, majorMarket, Aba Main 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.
Balogun Market
Balogun Market is one of Lagos’s largest and busiest open-air markets, renowned for its vast array of textiles, clothing, and household goods sold at competitive prices.
-
C.
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.
-
D.
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.
-
E.
Makola Market
Makola Market is a bustling open-air marketplace in central Accra, Ghana, known as a major hub for wholesale and retail trade in foodstuffs, textiles, 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: Aba Main Market Triple: [Aba, majorMarket, Aba Main Market]
Generated description
Aba Main Market is a large commercial hub in Aba, Nigeria, known for its bustling trade in textiles, footwear, and various manufactured goods.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aba Main Market Target entity description: Aba Main Market is a large commercial hub in Aba, Nigeria, known for its bustling trade in textiles, footwear, and various manufactured goods.
-
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.
Balogun Market
Balogun Market is one of Lagos’s largest and busiest open-air markets, renowned for its vast array of textiles, clothing, and household goods sold at competitive prices.
-
C.
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.
-
D.
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.
-
E.
Makola Market
Makola Market is a bustling open-air marketplace in central Accra, Ghana, known as a major hub for wholesale and retail trade in foodstuffs, textiles, 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_69ad8b1fb34081908c1b873e2b7273e1 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9abac0288190a30b42674eea501f |
completed | March 8, 2026, 3:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1deb342008190bec8fbaa4074d40c |
completed | March 11, 2026, 9:29 p.m. |
| NEDg | Description generation | batch_69b1e2b963988190ae803402481ef0f6 |
completed | March 11, 2026, 9:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1e33d6d848190a40e7c136aff17c0 |
completed | March 11, 2026, 9:48 p.m. |
Created at: March 8, 2026, 3 p.m.