I don't know how that got there
You say you don't know how it got there because you're the one who put it there and you're too embarrassed to admit it.
"I don't know how that got there", after wearing a sock on your head.
"I don't know how that got there", while eating pizza from the floor.
"I don't know how that got there", after knocking over a whole shelf of cups.