Inspiration for this question: a this thread made me wonder if there is more to a story of a Lagrangian being equal to one of its first integral than "coincidence".
Background
I know that the Schwarzschild metric is:
$$d s^{2}=c^{2}\left(1-\frac{2 \mu}{r}\right) d t^{2}-\left(1-\frac{2 \mu}{r}\right)^{-1} d r^{2}-r^{2} d \Omega^{2}$$
I know that if I divide by $d \lambda^2$, I obtain the Lagrangian:
$$ L=c^{2}\left(1-\frac{2 \mu}{r}\right) \dot{t}^{2}-\left(1-\frac{2 \mu}{r}\right)^{-1} \dot{r}^{2}-r^{2} \dot{\theta}^{2}-r^{2} \sin ^{2} \theta \dot{\phi}^{2} $$
(where we have also expanded $\Omega^{2}$ into $\theta$ and $\phi$ dependent parts but that's not tha main point).
Overdots denote differentiation with respect to affine parameter $\lambda$. Lets set $\theta=\pi/2$ for the remainder of this post.
The interesting bit
As we can see, the Lagrangian is not dependent on the affine parameter ($\lambda$) explicitly. So $\dot{t}\frac{\partial L}{\partial \dot{t}} - L=\operatorname{const}$ should hold.
We have:
$$\frac{\partial L}{\partial t}=2 c^{2}\left(1-\frac{2 H}{r}\right) \dot{t}$$
Substitute in to $\dot{t}\frac{\partial L}{\partial \dot{t}} - L=\operatorname{const}$:
$$\dot{t}\frac{\partial L}{\partial \dot{t}} - L = \dot{t} 2 c^{2}\left(1-\frac{2 H}{r}\right) \dot{t} - c^{2}\left(1-\frac{2 \mu}{r}\right) \dot{t}^{2}-\left(1-\frac{2 \mu}{r}\right)^{-1} \dot{r}^{2}-r^{2} \dot{\phi}^{2}=\operatorname{const}$$
ie
$$c^{2}\left(1-\frac{2 H}{r}\right) \dot{t}^2 -\left(1-\frac{2 \mu}{r}\right)^{-1} \dot{r}^{2}-r^{2} \dot{\phi}^{2}=\operatorname{const}$$
Notice that the LHS just gave us back $L$!
Question
Is this "coincidence", ie that $\dot{t}\frac{\partial L}{\partial \dot{t}} - L = L$ expected? or maybe there a property of Schwarzschild spacetime specifically which would make us expect this, or perhaphs is the Lagrangian derived from Schwarzschild solution is a member of a wider group (not necessarily in the mathematical sense) of Lagrangians for which this is true? It would be great if I would see why $\dot{t}\frac{\partial L}{\partial \dot{t}} - L= L$ is true while $\dot{r}\frac{\partial L}{\partial \dot{r}} - L\neq L$.