Nitpicking: Chernobyl happened in Ukraine, so initially communists in Ukrainian Soviet Republic covered things up, not Russian. But I imagine they did consult with Central Party Buro in Moscow.
They did. RGB prevented people from leaving the city or from people within the city to use phones to call out.