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 then adds soda to the cup which makes the cup full to the top and starts to stir it up with a metal tool.

SOLUTION: A guy shows you how to make a drink, the guy pours ice in a tall glass, adds a half cup of a certain type of liquor and pour it in the cup with the ice.

PROBLEM: She tears off her bag and comes over.

SOLUTION: The operator searches her pockets and pulls her phone out of her jeans.

PROBLEM: The woman continues to ride on the end as well as teach her class.

SOLUTION:
The woman speaks into a microphone leading a class while riding on a bike as well as weight lifting.