What makes us think font information made it into the traning set atll, rather than something more along the line of "all chars that look like this one are to b

What makes us think font information made it into the traning set atll, rather than something more along the line of "all chars that look like this one are to be interpreted as 'a'". doesnt need to provide font name for it.