Triple

T1488553
Position Surface form Disambiguated ID Type / Status
Subject Angola Current E29523 entity
Predicate relatedTo P37 FINISHED
Object Benguela upwelling system
The Benguela upwelling system is a highly productive eastern boundary current ecosystem off southwestern Africa, driven by coastal upwelling that supports rich marine life and major fisheries.
E4338 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: Benguela upwelling system | Statement: [Angola Current, relatedTo, Benguela upwelling system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benguela upwelling system
Context triple: [Angola Current, relatedTo, 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. Angola Current
    The Angola Current is a warm ocean current flowing southward along the west coast of southern Africa, influencing regional climate and marine ecosystems.
  • D. Madagascar Current
    The Madagascar Current is a warm oceanic flow that moves southward along the eastern coast of Madagascar, playing a key role in the circulation and climate of the southwest Indian Ocean.
  • E. Malvinas Current
    The Malvinas Current is a cold, northward-flowing ocean current off the southeastern coast of South America, formed by subantarctic waters and strongly influencing the region’s climate 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: [Angola Current, relatedTo, Benguela upwelling system]
Generated description
The Benguela upwelling system is a highly productive eastern boundary current ecosystem off southwestern Africa, driven by coastal upwelling that supports rich marine life and major fisheries.
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 current ecosystem off southwestern Africa, driven by coastal upwelling that supports rich marine life and major fisheries.
  • 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. Angola Current
    The Angola Current is a warm ocean current flowing southward along the west coast of southern Africa, influencing regional climate and marine ecosystems.
  • D. Madagascar Current
    The Madagascar Current is a warm oceanic flow that moves southward along the eastern coast of Madagascar, playing a key role in the circulation and climate of the southwest Indian Ocean.
  • E. Malvinas Current
    The Malvinas Current is a cold, northward-flowing ocean current off the southeastern coast of South America, formed by subantarctic waters and strongly influencing the region’s climate and marine ecosystems.
  • F. None of above.

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_69a498da82e08190ba833330d05f380f completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c6a44efc819084254614d8ea4669 completed March 1, 2026, 11:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad1ca7804c8190b6818ff344908028 completed March 8, 2026, 6:52 a.m.
NEDg Description generation batch_69ad1cfdd8788190b3c9f6e0d49ec350 completed March 8, 2026, 6:53 a.m.
NED2 Entity disambiguation (via description) batch_69ad1d75f4f8819090c397a4b2d3f839 completed March 8, 2026, 6:55 a.m.
Created at: March 1, 2026, 8:12 p.m.