Is it possible for a horse pen to be an acute right triangle

In any right triangle, the two angles at either end of the hypotenuse

are both always acute angles.

But I don't think that would be called an 'acute' triangle, because an

acute triangle is one in which all three angles are acute ones

No, because you can't combine 2 different triangles into one triangle.