Premise: The Astronomer said, quickly, "You are going to ask why creatures who have mastered space travel, and therefore atomic power, would want coal and oil.

Hypothesis: You wonder why those want coal and oil even though they have atomic power, the astronomer responded? 
Relation: entailment