Hey Nile,
Each page would be independent when it comes to configuring an IdP. The only link between the pages is that they can be administrated by the same group of users, but there is nothing to associate multiple pages together.
A single private/audience specific page can only be setup with a single IdP. If you have multiple pages you're welcome to configure different IdP on each page.
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