Context Word: drumming. 
Question: PersonX want to lear how to drum so he takes private lessons from PersonY, because _ knows nothing about drumming. 
Answer: PersonX
PersonX want to lear how to drum so he takes private lessons from PersonY, because _ is a drumming instructor.