As you pull out of Baltimore Penn, heading north, there is a white marker on the right side of the tracks. It's an obelisk shape (like a mini Washington Monument) past the platforms and under an overpass. This is before you enter the tunnels.
One side says UNION RR. Another says PENNSYLVANIA...