Problem: What are the most important words?
ngc is an open cluster with associated nebula located in galaxy that appears in the constellation
Answer: cluster, constellation, locate

Problem: What are the most important words?
magazine editor with her daughter arrives at gala dinner held
Answer: arrive, daughter, editor

Problem: What are the most important words?
A male is taking request while playing the instrument.
Answer:
instrument, male, request, take