Sub-Divisional Police Officer (SDPO) Mohammad Anwar Javed Ansari said that the two arrested had been identified as Arun Kumar alias Birbal and Dhiraj Kumar.
Arun Kumar is an accused in a murder case in Aurangabad district.
The officer said that the maoists had demanded "levy" from the manager of UVB company, a private firm engaged in construction of canal, on mobile phone and threatened him with dire consequences if he fails to pay levy.
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