Downgrade from Graylog Enterprise back to Graylog Open Source

I understand that Graylog Enterprise can be installed like a plugin on Graylog Open Source.

Is downgrading back to Graylog Open Source as simple as uninstalling the Graylog Enterprise plugin?

yes - it is. You will simple loose the options, but return is just remove the plugins and restart Graylog.