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: civil servant 
The civil servant works at the state department. She has made many positive changes in her position.

SOLUTION: anti-stereotype

PROBLEM: Target: guitarist 
The guitarist played at my sister's wedding. The army sargeant played at my sister's wedding.

SOLUTION: anti-stereotype

PROBLEM: Target: policeman 
The policeman approached a suspicious looking youth. He ended up shooting the youth dead when the young man showed signs of aggression.

SOLUTION:
stereotype