Why did Königsberg became part of Russian SFSR, not Poland or Lithuanian SSR, despite being separated fron mainland Russia?

by Anarchist_Monarch
voyeur324

I have previously found answers about it under the name of Kaliningrad by /u/kieslowskifan and /u/kaiser_matias and /u/Augenis.

EDIT: The Kaiser's name is now spelled properly.