The series continues to draw Wikipedia mentions of inspiration from real-life 1990s Bihar politics, specifically the era of Lalu Prasad Yadav and Rabri Devi. The writers skillfully weave in fictionalized versions of historical events, such as:
: Huma Qureshi, Sohum Shah, Amit Sial, Vineet Kumar, and Dibyendu Bhattacharya.