Second Order Non-Homo Linear ODE has the general solution of $$y=C_1y_1(t) + C_2y_2(t) +Y(t)$$ where $y_1$ and $y_2$ are the fundamental set of solutions of the corresponding homogeneous ODE.
I'm thinking since $Y$ is not a linear combination of $y_1$ and $y_2$, there should be a coefficient in front as well to make it look more generic. But why does this particular term $Y$ in Non-homogeneous ODE does NOT have a coefficient?
You have learnt in vectorial geometry of ${\mathbb R}^3$ that a plane $\pi$ in ${\mathbb R}^3$ can be presented in the form $$\pi:\quad (u,v)\mapsto {\bf a}+ u{\bf p}+v{\bf q}\ ,$$ whereby the two vectors ${\bf p}$ and ${\bf q}$ have to be linearly independent. But none of ${\bf a}$, ${\bf p}$, and ${\bf q}$ is uniquely determined by $\pi$. E.g., you could always replace ${\bf a}$ by ${\bf a}'={\bf a}+c_1{\bf p}+c_2{\bf q}$ with arbitrarily chosen factors $c_1$, $c_2$.
Now the solution space of your given ODE is such a plane in an infinite dimensional space of functions. To parametrize this plane we need an initial point ${\bf a}$, called $Y(t)$, and two linearly independent spanning vectors ${\bf p}$ and ${\bf q}$, called $y_1(t)$ and $y_2(t)$ in the ODE context.