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This paper presents a novel unified Lagrangian density that combines the behaviors of tachyon, quintessence, and phantom scalar fields within the realms of theoretical physics and cosmology. The unified Lagrangian is formulated, where is a function that accommodates different scenarios and captures the distinct characteristics of these scalar fields. The potential function is incorporated to account for the specific properties of the scalar fields. The study employs numerical simulations in Python to thoroughly analyze the dynamics of the scalar fields for various values, investigating the cosmological behavior.

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