“nor shall any person be subject for the same offence to be twice put in jeopardy of life or limb;”

The double jeopardy clause doesn’t limit itself to only prohibiting second prosecutions. Once a case has been prosecuted to conclusion the defendant may not be made subject to the punishment again. A pardon terminating a punishment, would forestall recision as that would be once again subjecting the defendant for the same offensive.