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 shoots up as he tries to fight away.

SOLUTION: They ride horses and bow as the man appears to fight the leader and save a woman tied to a stake.

PROBLEM: Someone gazes across the table at someone's paper.

SOLUTION: Now, they write at a table.

PROBLEM: The man moves all of the shoes off and lets the man show the inspectors.

SOLUTION:
A man shines another man's shoe.