How to change dimension names?

Hey, we made a terrible mistake 2 years ago by introducing prefixes to dimensions names and now we want to eliminate this technical debt.

I suspect that reindexing is inevitable and I also suspect that this is not possible by reindexing druid segments, righ?

Does the underlying data have to change in order to do that ?