Additional Sessions Judge Reetesh Singh said the request of Telangana Police cannot be allowed at this stage, after the prosecutor argued that the trial against him in the case here was at its fag end and his presence was required here.
"In view of the submissions made by the additional public prosecutor for the state, the prayer made in this application cannot be granted at this stage," the court said.
The police said Ghandy was required to be produced before courts in Mahabubnagar district of Telangana in connection with the cases pending there.
65-year-old Ghandy is facing trial here in the case for alleged offences punishable under the Unlawful Activities Prevention Act (UAPA) and various provisions of the IPC.
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The court had earlier framed charges against co-accused Rajender Kumar under various sections of the IPC in the case.
According to the police, he was said to be part of the top leadership of erstwhile CPI-ML (People's War Group) since 1981. He allegedly continued as a Central Committee member in CPI (Maoist) after the merger with People's War Group and was elected to the Maoist Politburo in 2007.
Ghandy was arrested by Special Cell of Delhi Police for allegedly trying to set up a base for CPI (Maoist) in Delhi.