Mahalaya Paksha, occurring in the lunar fortnight of Bhadrapada/Ashwini (September/October) in the Hindu calendar, holds great significance as it's a time for Hindus to pay homage to their ancestors, often referred to as Pitru Paksha or the fortnight of the ancestors.