Shri Triloki Nath Pandey was born on 22 December 1945 in Ballia district, Uttar Pradesh. Some public biographical accounts mention Dayachapra village in the Bairiya area of Ballia as his place of origin.
He was born into an agrarian family and was the eldest among four children. His father is publicly recorded as Late Shri Aaskrit Pandey and his mother as Late Smt. Reshma Devi.
He is also reported to have pursued studies in Hindi literature and completed a Bachelor of Education degree, reflecting an early orientation toward learning and public service before his full-time involvement in organizational work.
During his youth, he became associated with the Rashtriya Swayamsevak Sangh, where he participated in social and organizational activities. His commitment to public service later led him to become a full-time worker (Pracharak) of the Vishwa Hindu Parishad, an organization engaged in religious, cultural, and social initiatives across India. Over several decades, he worked extensively in Uttar Pradesh and contributed to numerous religious and community-oriented programmes.