Triple
T12165878
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nupe |
E289831
|
entity |
| Predicate | riverineTradeOn |
P66201
|
FINISHED |
| Object | Niger River |
E15736
|
NE FINISHED |
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: Niger River | Statement: [Nupe, riverineTradeOn, Niger River]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Niger River Context triple: [Nupe, riverineTradeOn, Niger River]
-
A.
Niger River
chosen
The Niger River is a major West African river that flows in a great arc through countries including Guinea, Mali, Niger, and Nigeria before emptying into the Atlantic Ocean.
-
B.
Sanaga River
The Sanaga River is the longest river in Cameroon, flowing from the central highlands to the Atlantic Ocean and serving as a major source of hydroelectric power and water resources for the country.
-
C.
Volta–Niger
Volta–Niger is a major branch of the Niger-Congo language family comprising numerous languages spoken primarily in southern Nigeria and neighboring regions of West Africa.
-
D.
Nam River
The Nam River is a river in South Korea that flows through the city of Jinju and is known for its scenic views and historical significance in the region.
-
E.
Congo River
The Congo River is Africa’s second-longest river and the world’s deepest, flowing through central Africa to the Atlantic Ocean and serving as a major waterway for transport, ecology, and regional economies.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: riverineTradeOn Context triple: [Nupe, riverineTradeOn, Niger River]
-
A.
riverinePeople
Indicates a relationship where people live along, depend on, or are closely associated with rivers and river environments.
-
B.
hasSettlementOnRiver
Indicates that a settlement is located on or directly adjacent to a specific river.
-
C.
riverineSettlement
Indicates that a settlement is located on or closely associated with the banks or course of a river.
-
D.
operatesOnRiver
chosen
Indicates that an entity conducts its operations or activities on, along, or directly involving a river.
-
E.
betweenRiver
Indicates a spatial relationship where something is located in the area separating two rivers or lies in the intermediate region defined by them.
- F. None of above.
Provenance (4 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_69d6ab4d6c00819095a9a7c35de83cfb |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d91621ca6c81908365732f361aef13 |
completed | April 10, 2026, 3:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f61e3532b881909673e856b6c54a2c |
completed | May 2, 2026, 3:54 p.m. |
| PD | Predicate disambiguation | batch_69d9150e85348190b9b47cda4a17dcd0 |
completed | April 10, 2026, 3:19 p.m. |
Created at: April 8, 2026, 9:50 p.m.