The rail infrastructure is owned, managed, and maintained by ProRail: a private company but its sole shareholder is the Government. Everyone running trains pays them a usage fee.
The vast majority of passenger trains and all railway stations are owned and operated by NS: again a private company with the Government as sole shareholder.
Various other private companies are running local services, and all freight traffic is done by private companies too.