Once in the longlist, right-click the appropriate candidate, select ‘Delete’ and then click ‘Yes’ to confirm. Deleting the candidate will just remove them from the longlist and will not delete them from your database.
You are not able to delete somebody from a longlist if they have any associated data e.g., an action recorded against them.