Recently I opened a question about what it might be a new property of Euler's Totient function.
I am still studying the Totient function and I found another interesting relationship, it is very different from the ones I wrote in my former question, so I would like to ask about it apart because this might be another interesting topic. As far as I have checked, I did not find any reference to this property, but if I am wrong I will remove the question. This is my new proposed statement:
$\forall n\ge3$, if $(n-\phi(n)) = \sqrt{n}\ $,$\ $then $(n-\phi(n)) \in \Bbb P$
Meaning that $n=p^2$ is the perfect square of a prime $p$ if and only if the distance between $n$ and $\phi(n)$ is exactly $p$.
I have also tested this using Python, and no counterexamples are found in the interval $[1..7000]$.
Usually when I find these kind of possible properties I test them, but I do not have enough theoretical knowledge to prove them, so any comment, hint or explanation about it is very appreciated. So as usual my questions are:
Is my proposed statement about the Totient function already known or trivial?
Is there a counterexample of it? Thank you!