I got pneumonia while playing in puddles in the rain while I was three. It was also early December and I was in my underwear, so...yeah.
Post hoc ergo prompter hoc fallacy. Puddles do not give pneumonia in real life. You caught it from someplace else, and although hypothermia certainly doesn't help, the disease must already exist, you cannot catch it from the puddle.