Problem: What are the most important words?
the beach glows with the early morning sun
Answer: beach, glow, sun

Problem: What are the most important words?
a plane takes off on the runway seen near other aircraft
Answer: aircraft, plane, take

Problem: What are the most important words?
ship leaving english civil parish carrying defeated soldiers .
Answer:
carry, leave, ship