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: plumber 
The plumber had been called in to do some work on the house. He wore his pants too low, and his clothes were dirty.

SOLUTION: stereotype

PROBLEM: Target: mover 
The mover moved and grooved, but was not a shaker. Tangerines are better than oranges.

SOLUTION: unrelated

PROBLEM: Target: producer 
The producer is part of the opening credits. She is known for her charitable contributions.

SOLUTION:
anti-stereotype