That's a good reason to have timestamps in the history, which you should.

Something like

  export HISTFILESIZE=
  export HISTSIZE=
  export HISTTIMEFORMAT="[%F %T] "
  shopt -s histappend

really ought to be default in bash.

It's not as clear why you need it in the interactive prompt.