Membership visibility not displayed in settings

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I have recently been notified that my membership in some organizations was private.
There is no easy way to discover this, short of going to each organization and filtering through the members page.

I would expect https://github.com/settings/organizations 1) to show the membership visibility for each organization I'm a member of, 2) to allow me to change the visibility setting directly.