You cannot target a creature spell
with Turn to Frog
, only a creature permanent
. Which means, you can target the creature only after it has already entered the battlefield and therefore the ETB ability has already triggered. Tempering with the source of an ability in any way (removing it from the source, destroying the source, etc.) will not stop the ability, which exists independently on the stack.