Does distinct operator use summarize underneath?

I have a small query where the only aggregate operator I am using is distinct , but the error I am getting is 'summarize' operator has exceeded memory budget. That makes me wonder if distinct is basically a special case (the one without involving aggregate function) of summarize operator. e.g. distinct col1,col2,col3 can get converted to summarize by col1,col2,col3.