In the build-up to the enunciation of the Birch, Swinnerton Dyer conjecture (BSD), the following back-of-the-envelop idea comes up:
Because half of the $1$ to $n-1$ elements mod $p$ are quadratic residues (squares), for the expression $y^2= x^3 +\cdots$ mod a certain prime $p,$ on average $1/2$ of the input $x$ values will return a quadratic residue, and taking the square root will ultimately yield two $y$ values. Now, since the higher the rank, the more rational numbers are going to fall on the curve, regardless of whether the field is $\mathbb Q$ or $\mathbb F_p,$ it follows that in the limit of $\underset{p \leq X}\Pi \frac {Np}p \approx 1$, i.e. an expectation of $p$ points on the curve.
I bet there is some misunderstanding in the way I paraphrased this concept, explaining why I don't see why this $1$ is not the upper bound, regardless of the rank, instead of being the expectation: Given that only half of the integers mod $p$ are quadratic residues, how is it possible to get more than $p$ solutions under any circumstances?
Yes, it was a silly question... Just visually, there are multiple points at the same height:
