Perhaps scratch around a little bit in that row and see if there are any seeds underground that have germinated.
I've found that beans can sometimes take awhile to germinate. A friend had the same problem as you, he planted one area, it took off, he planted another......maybe 3 germinated
Does the area they were planted in stay moist or crust-over on top? Did you plant these seeds on the deeper or shallower side?