Anshul, son of the deceased journalist, welcomed the verdict and said they were now hopeful of getting justice too.
"Notwithstanding the pressure, the CBI judge by his verdict on Dera head has sent a clear and loud message that fraud seers cannot walk scot-free. The common man has now reposed his faith in judiciary," he said.
Chhatrapati, who had exposed the sexual exploitation of 'sadhvis' (women disciples) at the Dera headquarters in Sirsa, was shot dead from point blank range at his residence on October 24, 2002.
The 36-year-old son of the journalist also hailed the two women disciples for standing firm on their testimonies against the Dera chief despite "numerous threats".
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In January 2005, Anshul had filed a petition in the Punjab and Haryana High Court for a CBI inquiry into the death of his father.
The three-page letter, written by a former sadhvi, was addressed to then prime minister Atal Bihari Vajpayee, chief justice of the Punjab and Haryana High Court and others, accusing Dera chief of sexually assaulting them, Anshul said.
"The letter explained how the Dera chief was sexually exploiting his women followers at the sprawling Sirsa ashram on account of 'purity'," he said.
The high court had ordered the CBI to register an FIR in the case on November 10, 2003.