In my lecture notes, normal coordinates are defined as the following:
Def.: Let $\left(\mathrm{e}_\mu\right)$ be a basis of $\mathcal{T}_p\left(\mathcal{M}\right)$. Normal coordinates in a neighborhood of $p\in\mathcal{M}$ are defined as the coordinate chart that assigns to $q=e\left(\mathbf{X}_p\right)\in\mathcal{M}$ the coordinates of the vector $X^\mu$.
and the lecturer proceeds to mathematically proof that in normal coordinates together with a Levi-Civita connection, the metric reduces to the Minkowski metric $g_{\mu\nu} = \eta_{\mu\nu} = \mathrm{diag}(-1, +1, +1, +1)$. The lecturer proceeds to define such a frame as a local inertial frame.
However, I felt that the proof was too abstract as it is an entirely based on Mathematical arguments alone. I am wondering if there is a more intuitive way to understand the equivalence of normal coordinates and local inertial frames, or a physical interpretation of this mathematical result.