You can remember the meaning of 真是 with this easy mnemonic:
Indeed it is true (真), there is (是) a bucket of diamonds buried under the house.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.