Image links turn to attachments

Normally imagelinks (and most of my images are like this) look like this https://opasroomaan.fi/foro-romano/nahtavyydet_rooma_forum_romanum/

But some of them (uploaded same way) has turned to look like this https://opasroomaan.fi/?attachment_id=2819

Why? I cannot rename them..