Ptolemy's contribution to early astronomy was primarily the development of the geocentric theory, which posited that the Earth was at the center of the universe and that all celestial bodies, including the stars and planets, revolved around it. Thus, the most accurate statement from your options would be:
He noticed the stars moving in patterns around the night sky, thus predicting the geocentric theory.
His work, particularly in the "Almagest," laid the foundation for astronomical observations and was widely accepted for many centuries until the heliocentric model proposed by Copernicus.