Complex sentence: The regiment arrived in Washington, D.C. on May 2 where they trained further and performed picket duty throughout the District.
Split into simpler sentences: The regiment arrived in Washington, D.C., on May 2. There, they completed additional training and performed picket duty throughout the District.