Cut cucumbers and tomato in half. Remove seeds. Chop cucumber, tomato, bell pepper, and onion.
Whisk together oil and next 4 ingredients in a large bowl until sugar dissolves. Add cucumber mixture, tossing to coat. Cover and chill 3 hours.
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