TASK DEFINITION: Given a sentence, generate a most likely context or previous statement. The previous statement should be relevant to the given statement.
PROBLEM: Someone rushes in and grabs the small yellow hose.

SOLUTION: The kid heads off to get it.

PROBLEM: It swings open revealing a stunned someone on her cellphone.

SOLUTION: Someone faces a door and knocks.

PROBLEM: A person is preparing to put a product into the shoe.

SOLUTION:
A woman in a black shirt is sitting in a room talking to a camera.