You can remember the meaning of 暂时 with this easy mnemonic:
Don't you wish you could temporarily (暂) stop time (时)? There are temporary moments in life that I wish could last longer.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.