Complex sentence: Goldstein began dating actress Nicole Richie in 2003 and announced their engagement in February 2005, though the couple broke up in late 2006.
Split into simpler sentences: Goldstein began dating actress Nicole Richie in 2003 and announced their engagement in February 2005. However, the couple broke up in late 2006.