Glad you found out the problem files. If you ever need to in the future and don't mind using Terminal.app, there's a (somewhat cumbersome) way to show the log messages of the Time Machine process, which would likely point you to the specific files or other errors.
Open Terminal.app, enter the following "log" command, and then start a manual backup. You'll see a lot of messages scroll by. Hit Ctrl-C to end the command, or just quit Terminal and click on the "Terminate" button in the pop-up window.
log stream --style syslog --predicate 'senderImagePath contains[cd] "TimeMachine"' --info
If you replace the word "stream" with "show" it will show you log messages of previous backups.