T-Log entries that have been submitted can be edited only if you have the T-Log update role. Click on the Update button at the bottom of the T-Log and the T-Log will load as an editable page. When you are done with the corrections, press the Update button again to save your changes.
Please note that when you update a T-Log entry, its status will be changed to Unread for all other users who had already read it.