In 4 Te 3 , a p-type analogue of n-type In 4 Se 3 , exhibits anomalous thermal conductivity (κ L ). The value of κ L is intrinsically very low, 0.7 W m −1 K −1 at 300 K, and it is weakly temperature (T)-dependent, which deviates from the conventional κ L ∝ T −1 variation. Thus, In 4 Te 3 finds its application as a thermoelectric material in the midtemperature range. Here, employing a completely ab initio-based DFT framework, three-phonon scattering process, and Wigner transport equation, we found that In 4 Te 3 exhibits strong anharmonicity in the acoustic region as well as the low energy optical region. The mean free path already reached the "Ioffe-Regel limit" in space even at a low T which is consistent with low κ L . The anharmonicity arises due to the antibonding and nonbonding overlap of In4 valence electrons with its neighbors. Such a weak bond formation capability of In4 has very low interatomic force constants, which results in overall low elastic properties, viz. sound velocity (1947.24 m s −1 ), Debye temperature (184 K), Young's modulus (51.56 GPa), etc., indicating considerable amount of lattice softening. Interestingly, those softened Einstein-like modes at ∼0.72 THz form overlapped phonon bands and promote their wave-like tunneling. Even at low T (50 K), the line-widths of the individual modes are still larger than their interband spacing, which lowers their particle-like propagation but enhances wave-like tunneling, eventually leading to the dual particle-wave behavior of the heat carrying phonons. At high T, the intrinsic phonon−phonon interaction dominates and the calculated three-phonon scattering time lies between the "Wigner" and "Ioffe-Regel limits" in time which manifests nonstandard wave-like thermal conductivity in the system.