Could anyone please tell me how I can fix the distortion I'm getting on the texture?
You need more subdivisions on the arch. UVs determine the placement of textures on the geometry. If the image has to be somehow scaled or shifted then large faces with no subdivisions tend to create errors. As a general rule try to avoid ngons (faces with more than 4 vertices) and distrubute the geometry at regular intervals.