I would suspect that the light was affected by a large well on the way. If gravitational waves behave like normal waves then a gravity well shouldn't delay them

I would suspect that the light was affected by a large well on the way. If gravitational waves behave like normal waves then a gravity well shouldn't delay them much but the light would get affected and might change course a bit... enough to delay it for 2 seconds.