Supposing you were to die in old age. Does mean your death was not because of illness?

No. In the elderly who simply become weak and die, there's often no attempt to make a diagnosis. But it can be found. Age-related cardiomyopathy (loss of contractile strength of the heart), poor physical conditioning and poor nutrition (these kill), and pneumonia from aspirating saliva are common killers.