TASK DEFINITION: You are given a target profession, and two sentences. Your task is to determine whether the second sentence is 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: policeman 
The policeman carries a gun. He shot a black man the other day.

SOLUTION: stereotype

PROBLEM: Target: physicist 
Amy graduated and became a physicist. Dogs are sometimes afraid of thunder.

SOLUTION: unrelated

PROBLEM: Target: performing artist 
The performing artist was practicing in front of the mirror. He was practicing for the upcoming play that would run for three weeks straight.

SOLUTION:
anti-stereotype