Either JFK wasn't the first, or LBJ wasn't the third, unless you're counting the phantom president that came between.
Eisenhower sent personnel (advisors, etc.). I am not sure if he sent troops.
I believe JFK was the first to send troops.
LBJ was definitely the third to send US personnel.