I too found this hard to reason, but figured it out:

If you're demoing using https://openidconnect.net for example, set your Client ID to https://openidconnect.net

Likewise, your ClientID should match the url of the website you are using this to connect with.

This was mentioned in the GitHub readme too but didn't click until trying the demo