Triple
T14664753
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Soninke people |
E344337
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object |
upper Senegal River valley
The upper Senegal River valley is a historic region of West Africa that served as a cradle for early Soninke civilization and the Ghana Empire, characterized by its riverine landscapes and long-standing trade routes.
|
E1112786
|
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: upper Senegal River valley | Statement: [Soninke people, region, upper Senegal River valley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: upper Senegal River valley Context triple: [Soninke people, region, upper Senegal River valley]
-
A.
lower Senegal River region
The lower Senegal River region is a fertile floodplain area in West Africa along the lower course of the Senegal River, historically important for agriculture, trade, and early state formation.
-
B.
Niger River valley
The Niger River valley is a fertile and historically significant region in West Africa that has long supported dense human settlement, agriculture, and trade along the course of the Niger River.
-
C.
Sanaga River basin
The Sanaga River basin is the extensive watershed in Cameroon that collects and channels rainfall and tributary flows into the Sanaga River, the country’s largest river system and a key resource for hydropower, ecosystems, and local livelihoods.
-
D.
Middle Niger region
The Middle Niger region is a historically significant area of West Africa along the central course of the Niger River, known for its early urban civilizations, trade networks, and rich cultural heritage.
-
E.
Gambia River region
The Gambia River region is a geographic area in West Africa centered around the Gambia River, known for its diverse ecosystems, historical trade routes, and cultural significance to the surrounding communities.
- 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: upper Senegal River valley Triple: [Soninke people, region, upper Senegal River valley]
Generated description
The upper Senegal River valley is a historic region of West Africa that served as a cradle for early Soninke civilization and the Ghana Empire, characterized by its riverine landscapes and long-standing trade routes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: upper Senegal River valley Target entity description: The upper Senegal River valley is a historic region of West Africa that served as a cradle for early Soninke civilization and the Ghana Empire, characterized by its riverine landscapes and long-standing trade routes.
-
A.
lower Senegal River region
The lower Senegal River region is a fertile floodplain area in West Africa along the lower course of the Senegal River, historically important for agriculture, trade, and early state formation.
-
B.
Niger River valley
The Niger River valley is a fertile and historically significant region in West Africa that has long supported dense human settlement, agriculture, and trade along the course of the Niger River.
-
C.
Sanaga River basin
The Sanaga River basin is the extensive watershed in Cameroon that collects and channels rainfall and tributary flows into the Sanaga River, the country’s largest river system and a key resource for hydropower, ecosystems, and local livelihoods.
-
D.
Middle Niger region
The Middle Niger region is a historically significant area of West Africa along the central course of the Niger River, known for its early urban civilizations, trade networks, and rich cultural heritage.
-
E.
Gambia River region
The Gambia River region is a geographic area in West Africa centered around the Gambia River, known for its diverse ecosystems, historical trade routes, and cultural significance to the surrounding communities.
- 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_69d822e283fc8190a0e4c235cf880052 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb54c69f8819080a37161deecfba8 |
completed | April 14, 2026, 9:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdd5e4789481909a64622a1d284373 |
completed | May 8, 2026, 12:24 p.m. |
| NEDg | Description generation | batch_69fdd9b5d7988190927e88feef6a972f |
completed | May 8, 2026, 12:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fddaa56f4c8190ba56af6a7a56a201 |
completed | May 8, 2026, 12:44 p.m. |
Created at: April 10, 2026, 1:27 a.m.