Problem: What are the most important words?
cargo ships in the sea on horizon
Answer: horizon, sea, ship

Problem: What are the most important words?
palace ruins at the top .
Answer: palace, ruin, top

Problem: What are the most important words?
a city looking towards region
Answer:
city, look, region