You can remember the meaning of 距离 with this easy mnemonic:
I need some distance between my house and the outhouse. There should be a distance of (距) at least 10 feet, or I will never leave (离) my house.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.