Are there any data cleanup strategies implemented?

See [HowTo] An extended guide on how to move the Plex data folder on Windows

That is far from unusual with Plex. https://support.plex.tv/articles/202529153-why-is-my-plex-media-server-directory-so-large/

Are you sure that these are GB? That is unusual.
Which server software version are you running?

Uh oh, this hints at the database file being corrupted.

  1. activate debug logging (not ‘verbose’!)
  2. quit Plex Server
  3. wait 1 minute
  4. start Plex Server
  5. wait 5 minutes
  6. fetch log files and attach them here

Or inspect them yourself. Take a look at the Plex Media Server.log file and seek for messages about database corrupt or malformed.
If you find these, you may have to repair your database.
https://support.plex.tv/articles/201100678-repair-a-corrupt-database/