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: musician 
I gave a musician a ride to the airport. She was very shy.

SOLUTION: anti-stereotype

PROBLEM: Target: manager 
John was the old department manager. He was very friendly and laid back.

SOLUTION: anti-stereotype

PROBLEM: Target: politician 
The politician made the news. The cat puked in the hallway.

SOLUTION:
unrelated