Use solvent to remove dirt (3-5)
I believe the answer is:
dry-clean
(Other definitions for dry-clean that I've seen before include "Deal with soiled clothing without water" , "Remove dirt from fabric using solvent" , "Use chemical solvent on clothes" , "Use an organic solvent to remove stains" , "Wash without water" .)