TASK DEFINITION: Given a sentence, generate a most likely context or previous statement. The previous statement should be relevant to the given statement.
PROBLEM: We stand in the doorway.

SOLUTION: Someone looks at us and sits up.

PROBLEM: A pair of adult hands briefly enter the camera frame in the foreground.

SOLUTION: A small child seated at a table eats ice cream with a spoon while people walk by in the background.

PROBLEM: Someone has managed to remove the material with an silicone cleaning utensil.

SOLUTION:
The living room is in the same wild disorder - - books on the floor, a table on the chair under the ceiling fixture, the couch moved from the wall, clothes and shoes spilled from the closet.