"Since she has not mentioned the priests, we are trying to ascertain their names," said Sahoo, adding police may also go for an identification parade of the suspects.
The incident occurred when she climbed atop a chariot, parked before the 12th century Jagannath temple, to pay obeisance to Lord Jagannath.
A priest allegedly beat her when she refused to pay Rs. 1,000. Two priests also abused her and forced her off the chariot.
"I was beaten on my head. I was shocked," Citaristi told reporters.
In her complaint, she also said the priests shouted at her, saying she was a foreigner (non-Hindu) and so could not climb the chariot.
Citaristi who has been staying in Odisha since 1979 was conferred the Padma Shri in 2006 for her contribution to Odissi dance.