Problem: What are the most important words?
red glowing sun reflected off the glossy facade of tower next to electricity pylons
Answer: reflect, sun, tower

Problem: What are the most important words?
an arab man standing with a doctor inside the hospital .
Answer: doctor, hospital, stand

Problem: What are the most important words?
the girls cross country team led the pack
Answer:
lead, pack, team