The water is actually clear rather than white, which is a fun tidbit. To give it a translucent colour, cumin, green chillies, ginger, garlic, and lemon are all crushed together, soaked in water, and then filtered.
Bangarapet’s Famous Ramesh Chat Serves White Paani Puri, Know Its History

GIPHY App Key not set. Please check settings