Triple
T19790620
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ilala District |
E475398
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Mchikichini Market Area
Mchikichini Market Area is a bustling commercial neighborhood in Dar es Salaam, Tanzania, known for its large open-air market and vibrant local trade.
|
E1395213
|
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: Mchikichini Market Area | Statement: [Ilala District, contains, Mchikichini Market Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mchikichini Market Area Context triple: [Ilala District, contains, Mchikichini Market Area]
-
A.
Kejetia Market
Kejetia Market is one of West Africa’s largest open-air markets, a bustling commercial hub in Kumasi known for its dense maze of stalls and vibrant local trade.
-
B.
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.
-
C.
Nakasero Market
Nakasero Market is a bustling open-air and covered marketplace in central Kampala, Uganda, known for its fresh produce, textiles, and everyday goods.
-
D.
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.
-
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: Mchikichini Market Area Triple: [Ilala District, contains, Mchikichini Market Area]
Generated description
Mchikichini Market Area is a bustling commercial neighborhood in Dar es Salaam, Tanzania, known for its large open-air market and vibrant local trade.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mchikichini Market Area Target entity description: Mchikichini Market Area is a bustling commercial neighborhood in Dar es Salaam, Tanzania, known for its large open-air market and vibrant local trade.
-
A.
Kejetia Market
Kejetia Market is one of West Africa’s largest open-air markets, a bustling commercial hub in Kumasi known for its dense maze of stalls and vibrant local trade.
-
B.
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.
-
C.
Nakasero Market
Nakasero Market is a bustling open-air and covered marketplace in central Kampala, Uganda, known for its fresh produce, textiles, and everyday goods.
-
D.
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.
-
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_69d8e51b014081908b263e167370529a |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e653c217bc819092c517b27ca22087 |
completed | April 20, 2026, 4:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07c4fff3548190a069b665c0885627 |
completed | May 16, 2026, 1:14 a.m. |
| NEDg | Description generation | batch_6a07c580b3108190bcc64fe1f479d7c4 |
completed | May 16, 2026, 1:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07c5e7a5d08190b6a24f66ff966cec |
completed | May 16, 2026, 1:18 a.m. |
Created at: April 10, 2026, 1:49 p.m.