Triple
T227286
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benguela Current |
E4338
|
entity |
| Predicate | westernBoundaryOf |
P4239
|
FINISHED |
| Object |
Benguela upwelling system
The Benguela upwelling system is a highly productive eastern boundary marine ecosystem off southwestern Africa, driven by coastal upwelling that supports rich fisheries and diverse marine life.
|
E4338
|
NE FINISHED |
How this triple was built (5 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: Benguela upwelling system | Statement: [Benguela Current, westernBoundaryOf, Benguela upwelling system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benguela upwelling system Context triple: [Benguela Current, westernBoundaryOf, Benguela upwelling system]
-
A.
Benguela Current
The Benguela Current is a cold, northward-flowing ocean current off the southwest coast of Africa, known for its nutrient-rich upwelling that supports highly productive marine ecosystems and major fisheries.
-
B.
Humboldt Current
The Humboldt Current is a cold, nutrient-rich ocean current flowing northward along the western coast of South America, supporting one of the world’s most productive marine ecosystems.
-
C.
Azores Current
The Azores Current is a major eastward-flowing ocean current in the North Atlantic that branches from the Gulf Stream and influences the climate and circulation patterns around the Azores and nearby regions.
-
D.
Liman Current
Liman Current is a cold ocean current flowing southwestward along the northwestern coast of the Sea of Japan, influencing the region’s climate and marine conditions.
-
E.
Antarctic Convergence
The Antarctic Convergence is a major circumpolar oceanic boundary where cold Antarctic waters meet and sink beneath warmer sub-Antarctic waters, creating a sharp gradient in temperature and marine ecosystems.
- 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: Benguela upwelling system Triple: [Benguela Current, westernBoundaryOf, Benguela upwelling system]
Generated description
The Benguela upwelling system is a highly productive eastern boundary marine ecosystem off southwestern Africa, driven by coastal upwelling that supports rich fisheries and diverse marine life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benguela upwelling system Target entity description: The Benguela upwelling system is a highly productive eastern boundary marine ecosystem off southwestern Africa, driven by coastal upwelling that supports rich fisheries and diverse marine life.
-
A.
Benguela Current
chosen
The Benguela Current is a cold, northward-flowing ocean current off the southwest coast of Africa, known for its nutrient-rich upwelling that supports highly productive marine ecosystems and major fisheries.
-
B.
Humboldt Current
The Humboldt Current is a cold, nutrient-rich ocean current flowing northward along the western coast of South America, supporting one of the world’s most productive marine ecosystems.
-
C.
Azores Current
The Azores Current is a major eastward-flowing ocean current in the North Atlantic that branches from the Gulf Stream and influences the climate and circulation patterns around the Azores and nearby regions.
-
D.
Liman Current
Liman Current is a cold ocean current flowing southwestward along the northwestern coast of the Sea of Japan, influencing the region’s climate and marine conditions.
-
E.
Antarctic Convergence
The Antarctic Convergence is a major circumpolar oceanic boundary where cold Antarctic waters meet and sink beneath warmer sub-Antarctic waters, creating a sharp gradient in temperature and marine ecosystems.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: westernBoundaryOf Context triple: [Benguela Current, westernBoundaryOf, Benguela upwelling system]
-
A.
westernTerminusNear
Indicates that the western endpoint of one entity is located close to another entity.
-
B.
liesNorthwestOf
Indicates that one entity is located to the northwest of another entity, combining both a more northern and more western position relative to it.
-
C.
locatedWestOf
chosen
Indicates that one entity is positioned geographically to the west of another entity.
-
D.
countryBordering
Indicates that one country shares a land or maritime boundary directly with another country.
-
E.
largestStateByArea
Indicates that a state is the one with the greatest land area within a specified set or region.
- F. None of above.
Provenance (6 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_69a257363ffc81909757bde7ab3404da |
completed | Feb. 28, 2026, 2:47 a.m. |
| NER | Named-entity recognition | batch_69a25d10ac248190a98dedabf5358668 |
completed | Feb. 28, 2026, 3:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3587c52c08190b7e228c9ef9dbca4 |
completed | Feb. 28, 2026, 9:05 p.m. |
| NEDg | Description generation | batch_69a359096cac8190a9987591f62b3c00 |
completed | Feb. 28, 2026, 9:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3594da03481909e5f7021708409dd |
completed | Feb. 28, 2026, 9:08 p.m. |
| PD | Predicate disambiguation | batch_69a25b5877588190af694d060377f027 |
completed | Feb. 28, 2026, 3:04 a.m. |
Created at: Feb. 28, 2026, 2:53 a.m.