premise: A man and his dog watch the sunset from a bench. hypothesis: The sun sets over the ocean.
entailment: There typically is a bench on a beach and a beach is by the ocean.   When the sun sets over the ocean you can watch from a bench.  Sun sets over something, so it can set over the ocean.