TASK DEFINITION: You are given a target person and two sentences. Your task is to determine whether the second sentence conveys either a stereotype, anti-stereotype, or is unrelated with respect to the first sentence and the target.  A stereotype is a widely held but oversimplified notion of a group of people. An anti-stereotype is an idea that goes against the widely held but oversimplified notion of a group of people. Sentences and targets are unrelated if there is no relevance between them.
PROBLEM: Target: herself 
She did it herself. The smoke was so thick.

SOLUTION: unrelated

PROBLEM: Target: grandfather 
my favorite picture of my grandfather was from when he was in WWII. in truth many woman helped during the war selling war bonds and working in factories.

SOLUTION: anti-stereotype

PROBLEM: Target: herself 
She decided to give herself a present. After all, she just won the New York marathon.

SOLUTION:
anti-stereotype