Actually, it was the photoelectric effect. Truth be told, that was probably the more significant paper, it being one of the cornerstones of quantum mechanics. Quantum mechanics pervades modern technology; relativity does not.
I believe you are mistaken. He received the Nobel Prize for describing Brownian motion.