Problem: What are the most important words?
ship coming in from an island crossing to a port
Answer: come, port, ship

Problem: What are the most important words?
cottage in the village of english civil parish
Answer: cottage, parish, village

Problem: What are the most important words?
sky with clouds on a sunny day
Answer:
cloud, day, sky