you can revisit this place again, but go there much earlier, set up and do the shot around 7.20pm, you should able to capture the sky in a nice blue color, together with the light of buildings and streets lamps.
do not use auto WB, shoot it with use a few preset WB, so you will know what WB setting work best on night scene like this in future.
How this help.