Page 5 reads the lattice as diagonal strips $|M-r|=g$, each with coprime density exactly $\varphi(g)/g$, and shows that averaging the strip densities recovers $D(n)$ exactly — an average needs no independence. Independence is needed for joint events, and there the strips genuinely fail to be independent, because they share prime factors. This page makes that dependence exact, visible, and measurable. The identities here are elementary (CRT / inclusion–exclusion); the point is watching independence break, and seeing that the same mechanism is what shapes $C(n)$'s Euler product on Page 1.
A point of strip $g$ is $(r,\,r+g)$, and $\gcd(r,\,r+g)=\gcd(r,g)$ — so strip $g$'s coprimality is the event "$r$ is coprime to $g$", with density $\varphi(g)/g=\prod_{p\mid g}(1-\tfrac1p)$. Take two strips $g_1,g_2$ and ask for the joint event: the same $r$ coprime to both. By periodicity mod $\mathrm{lcm}(g_1,g_2)$ (CRT), the joint density is
$$J(g_1,g_2)\;=\;\prod_{p\,\mid\,g_1 g_2}\Bigl(1-\frac1p\Bigr).$$
Independence would predict the product $\frac{\varphi(g_1)}{g_1}\cdot\frac{\varphi(g_2)}{g_2}$ — which counts every shared prime twice. The ratio is the correlation factor:
$$\rho(g_1,g_2)\;=\;\frac{J(g_1,g_2)}{\frac{\varphi(g_1)}{g_1}\frac{\varphi(g_2)}{g_2}} \;=\;\prod_{p\,\mid\,\gcd(g_1,g_2)}\frac{p}{p-1}\;\;\ge\;1.$$
So the correlation is never negative — $\rho \ge 1$ always — depends only on $\gcd(g_1,g_2)$, and equals $1$ exactly when the strips are coprime to each other. Two strips sharing a factor of 2 are already $2\times$ more correlated than independence predicts; sharing $2\cdot3$ makes it $3\times$. At $g_1=g_2=g$ the factor is $g/\varphi(g)$ — the strip is perfectly correlated with itself, as it must be.
Lattice triangle (dim) · strip g₁ teal · strip g₂ violet · optional strip g₃ gold · optional strip g₄ coral · filled = coprime on that strip · a gold column spans (r,r+g₁)…(r,r+g_k) where r is coprime to every active strip — the joint event. Columns are what independence would get wrong. Each g-slider's range adapts to the current G (a strip can never reach or exceed G), and 🔒 pins a strip to exactly G/2, following G as it moves.
Because $\rho$ depends only on $\gcd(g_1,g_2)$, the map of all strip pairs inherits the full structure of the gcd function — bright rays along common multiples, brightest on the diagonal where a strip meets itself. Click any cell to load that pair into the live view above.
ρ(g₁,g₂) for g₁,g₂ = 1…96, log color scale · dark = ρ=1 (coprime strips, truly independent) · bright red-gold = strong shared-prime correlation · current pair marked. This picture is exact — no sampling.
Page 1's constant is $C(n)=\zeta(2)\prod_p\bigl(1-\min(n{+}1,p)/p^2\bigr)$. The block event behind it — $r$ coprime to all of $M, M{+}1,\dots,M{+}n$ — is a family of $n{+}1$ overlapping strip-type conditions. If those conditions were independent, each prime would contribute $(1-1/p^2)^{\,n+1}$, i.e. the block density would be $\zeta(2)^{-(n+1)}$-shaped. What actually happens, prime by prime:
Large primes, $p > n{+}1$: the block of $n{+}1$ consecutive integers occupies $n{+}1$ distinct residues mod $p$, so the pair $(r,M)$ fails for $\min(n{+}1,p)=n{+}1$ of the $p^2$ residue pairs — giving $1-(n{+}1)/p^2$, which is what near-independence looks like to first order: $(1-1/p^2)^{n+1}\approx 1-(n{+}1)/p^2$. The strips barely feel each other.
Small primes, $p \le n{+}1$: the block covers every residue class mod $p$ — the conditions collapse into one: "$p \nmid r$". That is total correlation, and it is exactly where $\min(n{+}1,p)$ saturates at $p$, contributing $1-p/p^2 = 1-\tfrac1p$ — the same factor as a $\varphi(g)/g$ strip. The saturation points $n=p-1$ that Page 1's sat−/sat+ buttons jump between are precisely the depths where one more prime crosses from the near-independent regime into the fully-correlated one.
So the two regimes of $\min(n{+}1,p)$ are not a formula quirk — they are the independence-to-correlation transition of this page, happening once per prime as $n$ grows.
The identities on this page — $\gcd(r,r{+}g)=\gcd(r,g)$, the joint density over $p \mid g_1g_2$, and the correlation factor $\rho=\prod_{p\mid\gcd} p/(p{-}1)$ — are elementary and classical in method (periodicity and CRT). No novelty is claimed for them. What this page contributes is the reading: the strips of Pages 1 and 5 fail to be independent in an exactly computable way (their mean still recovers $D(n)$ — dependence costs nothing there — but every joint event across strips feels it), that failure is gcd-structured, and the $\min(n{+}1,p)$ kernel of $C(n)$ is the same phenomenon seen prime-by-prime. Measured columns are finite-$G$ counts; the |Δ| shown is the finite-size error, empirically $O(1/G)$, consistent with Page 1's reports.
Independence between strips is the exception, not the rule — and its failure is not noise. It is a product over the primes the strips share. — Strip Correlations · wessengetachew.github.io · 2026