The move came on the eve of the deadline for the filing of nominations for the Rajya Sabha polls.
But as the rebels put up a united front against the party leadership, including former Chief Minister Nitish Kumar, the first one to fire the salvo was the suspended MLA himself, who said that this was "the beginning of the end of Kumar's dictatorship and his empire based on ego".
When contacted by PTI, Rai said, "Sharad Yadav telephoned and informed me about my suspension with immediate effect. He did not say anything about the period (of suspension).
Rai said he is in touch with other rebel legislators who want democracy in the party instead of Kumar's autocracy.
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"My suspension also shows the extent of the hatred Kumar has for my Yadav caste. There are dozens of rebel MLAs, but only I have been singled out. I will now start touring the state. Several MLAs have expressed their support for me on the issue," Rai said.
He added that the rebel faction of JD(U) legislators will put up two of their own candidates for the Rajya Sabha polls later this month.
Three Rajya Sabha seats in Bihar fell vacant after Ram Vilas Paswan, Ram Kripal Yadav and Rajiv Pratap Rudy, who were all members of the Upper House of Parliament, resigned after securing wins in the just-concluded Lok Sabha elections.