https://www.facebook.com/NewnanSpringsUMC/ appears to be the church - corrected it.
The cemetery https://www.openstreetmap.org/node/358713647 I tentatively changed to match spelling but it should be doublechecked, it would have been easier if it was next to the church alas it is not... but seems a lot of web references refer to it as newnan as well.