Tijarawala took to Twitter to complain that he and 10 other people, including Supriyo, lost their mobile phones on Sunday evening.
Though a senior officer said a complaint had been filed in the case, police personnel at the Kashmere Gate Police Station said they were yet to receive it.
"When all were paying their last tribute to Arun Jaitley, the phone from which this photo was taken, also gave me a final goodbye," Tijarawala tweeted tagging Home Minister Amit Shah along with Delhi police on his post.
Tijarawala, in a series of tweets, also shared the current location of his phone.