How would one fire off a GraphQL Mutation when the DateTime ends?

If you want to have a CRON job type action you would have to have it be outside of GraphQL. The GraphQL layer only provides an API to your system/data, scheduling a CRON job to call your api would be the same if it was a REST api or a GraphQL api