Problem: What are the most important words?
an officer leading a contingent of the participants in the parade
Answer: contingent, lead, officer, parade

Problem: What are the most important words?
the wake of a ship on the high seas
Answer: sea, ship, wake

Problem: What are the most important words?
Open bins of fruit, including apples and oranges.
Answer:
apple, fruit, orange