The Coherence Decomposition

The Coherence Decomposition

Beyond alignment

The previous papers measured one thing: how coherently the fractional field {k/n} aligns with 1/n. That measure, α(n), produced the three-tier theorem and the golden ratio's selection of p = 3.

But it left a question unanswered. When two fractions in the field share a digit at the same position, is that because they both align with 1/n, or because they align with each other independently?

This paper separates the two.

Two new invariants

The pairwise alignment σ(n) measures background coherence: the average digit overlap between all pairs of fractions in the field, without reference to 1/n.

The focused alignment F(n) = α(n) − σ(n) measures how much more coherent the field is with 1/n than with itself. It isolates the structural identity of 1/n within its own field.

The decomposition

For digit-partitioning primes (pb + 1), the three invariants have exact formulas:

$$\alpha(ps) = \frac{2s-1}{ps-1}, \qquad F(ps) = \frac{s}{ps-1}, \qquad \sigma(ps) = \frac{s-1}{ps-1}$$

As the smooth factor s grows, all three converge:

  • α → 2/p (total coherence)
  • F → 1/p (focused coherence)
  • σ → 1/p (diffuse coherence)

At infinite resolution, total coherence splits equally into focused and diffuse halves.

The golden gap

The golden ratio 1/φ ≈ 0.618 lies between F → 1/3 and α → 2/3 for p = 3. It sits in the gap between focused and total coherence.

For any other prime, the gap is too narrow. For p = 7: F → 1/7, α → 2/7, and 1/φ > 2/7. The golden threshold overshoots the total coherence entirely.

The condition for 1/φ to fit inside the gap is 1/p < 1/φ < 2/p, which simplifies to p < 2φ ≈ 3.236. Only p = 3.

The golden ratio selects p = 3 because it is the unique prime whose diffuse coherence is large enough to carry the total above the self-referential boundary. The focused component alone never reaches 1/φ for any prime. It is the accumulation of pairwise background coherence that pushes the total across.

Sigma and digit-partitioning

The pairwise alignment σ(p) = 0 for single primes provides an equivalent characterization of the digit-partitioning property: a prime is DP if and only if no two distinct fractions in its field share a digit at any common position. This is a cleaner statement than the injectivity condition of the earlier paper, and it extends naturally to all n.

Three invariants

The fractional field now carries three measurable quantities:

  • α(n): total coherence
  • σ(n): diffuse coherence
  • F(n): focused coherence

These are distinct, computable, and structurally meaningful. Alpha connects to the golden ratio. Sigma characterizes digit-partitioning. F measures structural identity.

The paper

The Coherence Decomposition (PDF)

All five papers can be verified using nfield:

./nfield verify    # paper 1
./nfield verify2   # paper 2
./nfield verify3   # paper 3

nfield on GitHub

.:.