Triple

T12256624
Position Surface form Disambiguated ID Type / Status
Subject Guinea Current E292118 entity
Predicate associatedWith P37 FINISHED
Object Guinea Current Large Marine Ecosystem
The Guinea Current Large Marine Ecosystem is a highly productive coastal and offshore marine region along the Gulf of Guinea in West Africa, known for its rich biodiversity, major fisheries, and vulnerability to pollution and overexploitation.
E972843 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: Guinea Current Large Marine Ecosystem | Statement: [Guinea Current, associatedWith, Guinea Current Large Marine Ecosystem]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Guinea Current Large Marine Ecosystem
Context triple: [Guinea Current, associatedWith, Guinea Current Large Marine Ecosystem]
  • A. Agulhas Current Large Marine Ecosystem
    The Agulhas Current Large Marine Ecosystem is a highly productive and biodiverse marine region in the southwest Indian Ocean, strongly influenced by the warm Agulhas Current flowing along southern Africa.
  • B. Guinea Current
    The Guinea Current is a warm Atlantic Ocean surface current that flows eastward along the Gulf of Guinea off the West African coast.
  • C. East African Coastal Current
    The East African Coastal Current is a warm, northward-flowing ocean current that runs along the eastern coast of Africa in the western Indian Ocean, influencing regional climate and marine ecosystems.
  • D. 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.
  • E. 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.
  • 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: Guinea Current Large Marine Ecosystem
Triple: [Guinea Current, associatedWith, Guinea Current Large Marine Ecosystem]
Generated description
The Guinea Current Large Marine Ecosystem is a highly productive coastal and offshore marine region along the Gulf of Guinea in West Africa, known for its rich biodiversity, major fisheries, and vulnerability to pollution and overexploitation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Guinea Current Large Marine Ecosystem
Target entity description: The Guinea Current Large Marine Ecosystem is a highly productive coastal and offshore marine region along the Gulf of Guinea in West Africa, known for its rich biodiversity, major fisheries, and vulnerability to pollution and overexploitation.
  • A. Agulhas Current Large Marine Ecosystem
    The Agulhas Current Large Marine Ecosystem is a highly productive and biodiverse marine region in the southwest Indian Ocean, strongly influenced by the warm Agulhas Current flowing along southern Africa.
  • B. Guinea Current
    The Guinea Current is a warm Atlantic Ocean surface current that flows eastward along the Gulf of Guinea off the West African coast.
  • C. East African Coastal Current
    The East African Coastal Current is a warm, northward-flowing ocean current that runs along the eastern coast of Africa in the western Indian Ocean, influencing regional climate and marine ecosystems.
  • D. 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.
  • E. 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.
  • 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_69d6ab67950c8190be08450a06228c4b completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cc9dd5081908880061d52351850 completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60abfc8588190ab9300c6e5e59092 completed May 2, 2026, 2:31 p.m.
NEDg Description generation batch_69f61a13fd1481908a06ca65b276e0e1 completed May 2, 2026, 3:36 p.m.
NED2 Entity disambiguation (via description) batch_69f61ad2bd0c8190ada37bc1f8ae160f completed May 2, 2026, 3:40 p.m.
Created at: April 8, 2026, 9:52 p.m.