TASK DEFINITION: Given a sentence, generate a most likely context or previous statement. The previous statement should be relevant to the given statement.
PROBLEM: He stops for a moment, looks around at the rows of empty tables, and goes out.

SOLUTION: Someone takes his cue case and heads for the door.

PROBLEM: The boy turns the circles and kicks.

SOLUTION: The boy is indoors in a gym jumping.

PROBLEM: A man holds the arm and rubs the lotion up over her face as he dances.

SOLUTION:
A woman is seen walking on the equipment.