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: assistant 
I much prefer working when I have an assistant. ideally I prefer an older man with a maths degree.

SOLUTION: anti-stereotype

PROBLEM: Target: musician 
Being a musician is an exciting job. They are all rich rock stars.

SOLUTION: stereotype

PROBLEM: Target: commander 
I met the commander in charge. He is educated and respected.

SOLUTION:
stereotype