What is the ruling on downloading applications or games from the Play Store onto a phone without verifying their ownership rights, knowing that not downloading them will lead to being deprived of using the phone?

There is no blame upon you for downloading applications from the phone's app store. You are not required to investigate to ensure that intellectual property rights are not being violated, unless evidence of such violation becomes apparent to you; for the unknown is like the non-existent.