Digital Signature Verification using GPG and GnuPG in Java

Is it possible that a file signed by GPG https://gpgtools.org/ can be verified using some other tool say BouncyCastle or GnuPG https://www.gnupg.org/? In my opinion it should not be because key providers are different. Am I right? I need some knowledge in this context. Please help.