Yup, I think its described here:
https://docs.python.org/3/c-api/init.html#releasing-the-gil-....
My understanding, is that many extensions will release the GIL when doing anything expensive. So, if you are doing CPU or IO bound operations in an extension _and_ you are calling that operation in multiple threads, even with the GIL you can potentially fully utilize all of the CPUs in your machine.