Unable to join a machine with a bonded interface to satellite 6

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When I try to join a machine using subscription-manager register I get this error.

HTTP error (422 - Unknown): Validation failed: Attached to can't be blank

I looked through the logs and it looks like it is unable to determine the slave nics of the bonded interface. Is there a way to specify that on the system? Like a file in /etc/rhsm/facts/?