I could not find a wrong path setting in the project.
Deleting the launch configuration did not fix the issue permanently. The first debug session succeeded without this message, subsequent debug sessions prompted this message.
Deleting the current build folder (i.e., "Debug") resolved the issue for me permanently in one project. However, for a second project that "fix" didn't work.