Time Machine keeps backing up an external drive that no longer exists

I had an external SSD named "Photos" that was getting backed up via Time Machine. That drive failed and I restored from the backup to a new SSD which is now named "Photos". When Time Machine backs up now, it keeps backing up the old non-existent SSD and it has the name "Photos 1" in the Time Machine backups. How do I get rid of this?