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Reciprocal Internal Complementarity: A Conditional Route from Taichi-Like Mutual Inclusion to Schrödinger Normal Form, Entanglement, and Finite Born-Form Readout

Qingchun Zhang

Published Sep 2, 2026• 0 citations
Publisher

Abstract

Quantum theory combines three structures that are often introduced separately: complex norm-preserving evolution, entanglement of composite systems, and quadratic weights for measurement outcomes. This paper asks whether a complementarity-first architecture can organize their relation without importing one structure under the name of another. The motivating image is the Taichi Diagram: two distinguishable sides and two internal “eyes,” with each side carrying a trace of its complement. The image formulates a question; it is neither a historical anticipation nor a physical proof. On a supplied two-branch positive composite, a fixed-eye state family separates diagonal reciprocal inclusion from an off-diagonal coherent link. Positivity bounds that link, and within the declared two-qubit support the state is entangled exactly when the link is nonzero. On a supplied real two-plane, complement exchange as reversal admits elliptic, hyperbolic, nilpotent, and frozen generators. A non-fixed two-sided bounded orbit selects the elliptic branch, a positive invariant quadratic capacity, and a one-frequency Schrödinger normal form. One such plane is only one complex line and is projectively trivial, so relative phase and an entangling sector require an explicit aligned two-block lift. On that four-real-dimensional carrier, the complex-linear branch swap S is distinguished from the conjugating reciprocal reversal Theta = S C. A supplied exchange/XY Hamiltonian is Theta-even; its Schrödinger generator is Theta-odd, its unitary flow is reciprocal under Theta, and it produces an exact orbit from separability through maximal entanglement and back. Separately, passive repeatable lossless separators become orthogonal projections, while a nonnegative modular readout axiom uniquely linearizes channel response and yields a finite pure-projective Born-form valuation. This result is conditional and does not establish the density-operator trace rule, general effects or instruments, one actual outcome, or objective chance. Environmental restriction suppresses accessible pair coherence by an overlap factor and explains how a larger entangled whole can cast a classical-looking local shadow. The contribution is an assumption-controlled synthesis and countermodel chain, including an explicit carrier bridge and a typed distinction between branch exchange and reciprocal reversal; the component two-qubit, planar-flow, exchange, projection, and additive-response formulas are not claimed as individually new.

DOI
10.5281/zenodo.22239421

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Complex multiplication, coherent addition, and quadratic readout are related ingredients of quantum calculation, but they answer different reconstruction questions. We separate them on a supplied reciprocal carrier. The centralizer of a complex structure on a real two-plane is the complex algebra; its invertible transports are nevertheless not closed under the addition needed for destructive interference at a selected output. A one-outcome dephaser and a reversible phase kick show that certainty of a public outcome does not imply nondisturbance. Within an explicitly assumed positive quadratic response class, calibrated zero-leakage comparisons on a connected tree select the all-ones Gram kernel. We prove quantitative stability estimates and retain the distinction between unconditional record-local operations, selective conditioning, and a controlled inverse interaction. A local normalized-weight ansatz, arbitrary anchored orthogonal refinement, and additive coarse-graining of recorded outcomes force weights proportional to quadratic size. Equal binary refinement alone does not: a positive continuous increasing log-periodic function supplies a counterexample, while binary and ternary refinement at every size, with continuity, recover linearity in size. Real rotations implement the requisite refinements and controlled tagging without full complex control. Fixed-complement preservation and reciprocal reversal admit different generator sectors; independently switchable real mixers on a connected graph plus one addressable local phase generate the unitary Lie algebra. A common scalar phase does not. Supplementary finite action–phase and history examples expose the remaining calibration assumptions. The contribution is an assumption-controlled synthesis of conditional selectors and obstructions, not the introduction of the standard component constructions. The carrier, comparison response, control resources, tensor interpretation, and empirical probability interface are not derived from primitive complementarity.

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Eric Needham

Symmersion and the Born Rule develops a conditional structural reconstruction of quantum probability from conserved binary distinction, exchange completion, reciprocal conjugation, quadratic norm, orthogonal outcome channels, and stochastic event closure. The Born rule assigns the probability of an outcome represented by an orthogonal projector Π_j as: P_j = ⟨ψ|Π_j|ψ⟩ For a state expanded in an orthonormal basis, |ψ⟩ = Σ_j c_j |j⟩ the corresponding outcome weights are: P_j = |c_j|² Complex amplitude, conjugation, quadratic norm, orthogonal decomposition, normalization, and stochastic realization are individually standard. The question addressed here is why they may belong to one structural architecture, and why the reciprocal pair underlying complex conjugation should exist in the first place. The paper introduces symmersion as the minimal exchange-completion of a realized asymmetric law. If J is an involutive exchange satisfying J² = I, then the exchange action on a law A is: A -> JAJ and its symmersion is: Symm_J(A) = {A, JAJ} with the singleton case understood when JAJ = A. For a positive binary projective law with ratio coordinate r, the exchange-conjugate map satisfies: f_JAJ(r) = 1 / f_A(1/r) Whenever the original map has a positive fixed point r*, the exchange-conjugate map has the reciprocal fixed point: r*^-1 The distinguishability tension tau(r) = r / (1 + r)² is invariant under inversion: tau(1/r) = tau(r) Symmersion therefore produces reciprocal conjugacy base-generally. It does not by itself select the golden ratio. Applied to the conserved binary recurrence L_(n+1) = L_n + S_nS_(n+1) = L_n with matrix A_+ = [[1, 1], [1, 0]] the projective ratio satisfies: r_(n+1) = 1 + 1/r_n Its unique positive fixed point is the golden ratio: phi = (1 + sqrt(5)) / 2 The exchange-conjugate law is: A_- = J A_+ J = [[0, 1], [1, 1]] and its positive fixed point is: phi^-1 The completed law orbit therefore contains reciprocal equilibria: {phi, phi^-1} The golden ratio enters only through the upstream selection of the conserved binary recurrence. The later reciprocal and complex constructions do not independently privilege phi. Symmersion initially produces an orbit of laws, while the amplitude construction requires a simultaneous reciprocal pair within one state. The Equivariant Pairing Proposition supplies this step. Under the exchange embedding x -> (x, Jx) the paired evolution A_+ ⊕ A_- preserves the relation: x_n^- = Jx_n^+ Consequently, the projective coordinates remain exactly reciprocal at every step: r_n^- = 1 / r_n^+ This is not merely an equilibrium relation. The reciprocal pair is maintained throughout the paired evolution. One interpretive commitment remains explicit: the complete physical state is represented by the exchange orbit, realized as the equivariantly paired state, rather than by one arbitrarily selected representative. The reciprocal fixed-point pair is then extended continuously. If F satisfies F(0) = 1F(s + t) = F(s)F(t)F(1) = phi and F is continuous and positive, then: F(s) = phi^s with: F(-s) = phi^(-s) = 1/F(s) The continuous reciprocal branches are therefore: r_+(s) = A phi^sr_-(s) = A phi^(-s) Their product is invariant: r_+(s) r_-(s) = A² and their ratio carries signed asymmetry: r_+(s) / r_-(s) = phi^(2s) After phase calibration, the reciprocal pair can be mapped to a complex amplitude. Under this correspondence: branch product -> squared modulusbranch ratio -> phasebranch exchange -> complex conjugation The state is linear in its amplitude carrier but quadratic in its invariant completion: Psi* Psi = |Psi|² For two orthogonal amplitude magnitudes a and b, Euclidean composition gives: combined magnitude = sqrt(a² + b²) If a non-negative observable weight W satisfies: W(sqrt(a² + b²)) = W(a) + W(b) and W(1) = 1 then the unique admissible weight is: W(a) = a² The exponent two is therefore fixed by Euclidean orthogonal composition together with non-negative additivity and normalization. Repeatable resolution requires an idempotent channel map: P² = P If the resolved component and its complement also satisfy the Pythagorean identity ||ψ||² = ||Pψ||² + ||(I - P)ψ||² for every ψ, then P must be an orthogonal projector: P = P† For a complete family of mutually orthogonal projectors satisfying Π_j Π_k = delta_jk Π_j and Σ_j Π_j = I the norm decomposes as: ||ψ||² = Σ_j ||Π_j ψ||² For a normalized state: Σ_j ||Π_j ψ||² = 1 and the quadratic channel weights are: P_j = ||Π_j ψ||² = ⟨ψ|Π_j|ψ⟩ At this stage the Born weights are established as normalized channel weights. To obtain terminal event frequencies, the paper enters a finite-dimensional, norm-preserving Wiener closure class with a single closure rate Gamma_cl > 0. Within this class, Ito norm preservation fixes the drift-diffusion relation, each spectral weight is a bounded martingale, and absorption into one terminal event sector yields: Prob(event j) = |⟨j|ψ_0⟩|² The numerical value of Gamma_cl affects the temporal profile of closure but not the terminal Born frequencies. The stochastic mechanism is mathematically continuous with the established collapse-model and quantum-state-diffusion literature. The proposed contribution is not the discovery of the martingale route itself. It is the structural argument motivating the reciprocal geometry, the transition into a norm-preserving closure class, and the exclusion of an independent rate arising solely from branch orientation. The full conditional chain is: unity-> co-constituted distinction-> conserved asymmetric recurrence-> exchange-conjugate law orbit-> equivariantly paired state-> exact reciprocal coordinates-> continuous reciprocal flow-> complex conjugate amplitude-> quadratic norm-> orthogonal channel weights-> Born event frequency The claim boundary is explicit. The matrix identities are elementary and their novelty is claimed architecturally rather than computationally. Symmersion produces reciprocal structure but does not independently select phi. The physical representation of the complete state by the exchange orbit remains an interpretive premise. The Euclidean composition law, the selected stochastic closure class, and the single source-level closure rate are stated assumptions or inherited structural premises. The paper does not claim an unconditional derivation of all quantum mechanics, a new physical sector, or an experimental confirmation of symmersion. The companion validation ledger, validate_symmersion.py, implements 63 checks keyed to the paper’s numbered equations and results. SymPy verifies the implemented algebraic identities exactly, including exchange conjugacy, equivariant pairing, reciprocal flow, amplitude reconstruction, quadratic composition, orthogonality checks, and symbolic Ito drift-diffusion relations. NumPy tests the numerical consistency of selected dynamical and stochastic claims through direct iteration, random-law checks, and Monte Carlo simulation. The stochastic simulations reproduce two-state and three-state Born frequencies within the stated Monte Carlo tolerances, support the martingale behaviour of spectral weights, and are statistically consistent with closure-rate independence of terminal frequencies. The script does not mechanically prove the functional uniqueness arguments, interpretive premises, imported literature results, or physical validity. Those elements are proved in the paper, supported through cited literature, or stated explicitly as assumptions. The result is a completed finite-dimensional structural reconstruction under declared premises, supplying the previously missing exchange-completion origin of the simultaneous reciprocal pair on which the later Born architecture depends. Part of the ENSO Framework corpus. For further information about the ENSO Framework, please contact Eric Needham:ensotheory1@gmail.com

•Aug 2, 2026•0 citations
Quantum theory combines three structures that are often introduced separately: complex norm-preserving evolution, entanglement of composite systems, and quadratic weights for measurement outcomes. This paper asks whether a complementarity-first architecture can organize their relation without importing one structure under the name of another. The motivating image is the Taichi Diagram: two distinguishable sides and two internal “eyes,” with each side carrying a trace of its complement. The image formulates a question; it is neither a historical anticipation nor a physical proof. On a supplied two-branch positive composite, a fixed-eye state family separates diagonal reciprocal inclusion from an off-diagonal coherent link. Positivity bounds that link, and within the declared two-qubit support the state is entangled exactly when the link is nonzero. On a supplied real two-plane, complement exchange as reversal admits elliptic, hyperbolic, nilpotent, and frozen generators. A non-fixed two-sided bounded orbit selects the elliptic branch, a positive invariant quadratic capacity, and a one-frequency Schrödinger normal form. One such plane is only one complex line and is projectively trivial, so relative phase and an entangling sector require an explicit aligned two-block lift. On that four-real-dimensional carrier, the complex-linear branch swap S is distinguished from the conjugating reciprocal reversal Theta = S C. A supplied exchange/XY Hamiltonian is Theta-even; its Schrödinger generator is Theta-odd, its unitary flow is reciprocal under Theta, and it produces an exact orbit from separability through maximal entanglement and back. Separately, passive repeatable lossless separators become orthogonal projections, while a nonnegative modular readout axiom uniquely linearizes channel response and yields a finite pure-projective Born-form valuation. This result is conditional and does not establish the density-operator trace rule, general effects or instruments, one actual outcome, or objective chance. Environmental restriction suppresses accessible pair coherence by an overlap factor and explains how a larger entangled whole can cast a classical-looking local shadow. The contribution is an assumption-controlled synthesis and countermodel chain, including an explicit carrier bridge and a typed distinction between branch exchange and reciprocal reversal; the component two-qubit, planar-flow, exchange, projection, and additive-response formulas are not claimed as individually new.
Complex multiplication, coherent addition, and quadratic readout are related ingredients of quantum calculation, but they answer different reconstruction questions. We separate them on a supplied reciprocal carrier. The centralizer of a complex structure on a real two-plane is the complex algebra; its invertible transports are nevertheless not closed under the addition needed for destructive interference at a selected output. A one-outcome dephaser and a reversible phase kick show that certainty of a public outcome does not imply nondisturbance. Within an explicitly assumed positive quadratic response class, calibrated zero-leakage comparisons on a connected tree select the all-ones Gram kernel. We prove quantitative stability estimates and retain the distinction between unconditional record-local operations, selective conditioning, and a controlled inverse interaction. A local normalized-weight ansatz, arbitrary anchored orthogonal refinement, and additive coarse-graining of recorded outcomes force weights proportional to quadratic size. Equal binary refinement alone does not: a positive continuous increasing log-periodic function supplies a counterexample, while binary and ternary refinement at every size, with continuity, recover linearity in size. Real rotations implement the requisite refinements and controlled tagging without full complex control. Fixed-complement preservation and reciprocal reversal admit different generator sectors; independently switchable real mixers on a connected graph plus one addressable local phase generate the unitary Lie algebra. A common scalar phase does not. Supplementary finite action–phase and history examples expose the remaining calibration assumptions. The contribution is an assumption-controlled synthesis of conditional selectors and obstructions, not the introduction of the standard component constructions. The carrier, comparison response, control resources, tensor interpretation, and empirical probability interface are not derived from primitive complementarity.
Complementarity-First Foundational Release III develops reciprocal phase architecture, conditional gauge and incidence geometry, finite Lorentzian connection selection, and relational quantum-information tasks. This paper synthesizes the eight research preprints and one reproducibility dataset in Waves A–C without transferring theorem ownership or treating their separately admitted carriers as a single derived physical system. The release is organized by four distinctions: structural admission versus conditional selection; geometric covariance versus operational implementation; restricted agreement versus complete identification; and mathematical existence versus a resource-accounted realization. The reciprocal quantum construction separates local inclusion, coherent completion, entanglement, finite projective valuation, and individual outcomes. Its synthetic biphoton companion distinguishes image intensity from phase-sensitive entanglement evidence. The geometric papers distinguish a derived compact phase-frame type from electromagnetic gauge interpretation and constitutive dynamics, anti-linear opposite-weight pairing from same-bundle reversal, an indefinite incidence form from positive records, and geometric-section agreement from independent connection variation. The Wave C papers supply finite addressing classifications, task- and record-relative recovery, encoded-preparation advantages, and exact exchange constructions with trajectory and timing bounds. Cross-wave comparisons locate genuine imported interfaces and identify bridges that remain absent, including the passage from finite Born-form valuation to general instruments and from a recorded group-error model to a physical timing-error model. Analytic proofs, finite calculations, numerical certificates, recorded replays, and scoped Lean verification are assigned distinct evidentiary roles. The contribution is a source-attributed scientific synthesis and an explicit dependency and residual-premise map, not a new primitive derivation of quantum theory, electromagnetism, or gravity.
For finite-dimensional binary systems and their bipartite composites, this paper establishes a conditional representation chain from a physical–observation dual-axis structure to quantum Bell correlations. An observational fact is jointly generated by a complete physical state and a complete observation state. Additivity and associativity of coherent responses, two-sided cancellation, and a full circle group of scalar phase transport select C among finite-dimensional unital associative real response algebras. Reversible mixing then determines a Hermitian metric up to an overall positive factor. Normalized two-channel responses form S3S^3S3, and quotienting by their common phase yields the rank-one observation-event space and, with an outcome label, the pure observation fiber S3/U(1)=CP1≃S2S^3/U(1)=CP^1≃S^2S3/U(1)=CP1≃S2. The universal bilinear composite of two independent systems is C4C^4C4. Probabilities are first assigned within complete measurement contexts. Events with the same response filter are operationally interchangeable, so the local assignments glue along the observation axis into a positive orthogonally additive measure on the full projection lattice. Gleason's theorem then gives the unique trace representation p(P∣x)=Tr(ρxP)p(P∣x)=Tr(ρ_xP)p(P∣x)=Tr(ρx​P), while composite marginal consistency returns the trace pairing to each local binary fiber. Every two-qubit correlation therefore has the universal form Eρ(a,b)=aTTρbE_ρ(a,b)=a^TT_ρbEρ​(a,b)=aTTρ​b. Joint rotational invariance and perfect equal-axis anticorrelation uniquely fix Tρ=−I3T_ρ=−I_3Tρ​=−I3​, producing the singlet cosine law E=−a⋅b=−cos⁡θ. Finally, the local commutators in the squared CHSH operator confine all realizable correlations to 222\sqrt{2}22​. Fine-measurement completeness supplies saturating directions, while sharp preparation and reversible covariance make the singlet accessible. Thus CP1CP^1CP1, the Born pairing, the cosine correlation law, and the Tsirelson bound arise within one chain linking phase structure, independent composition, and cross-context probability consistency.
A supplied bounded reciprocal plane supports compatible elliptic, metric and symplectic geometry, but it does not itself select a physical quantum system or an absolute action scale. This paper organizes an assumption-controlled finite architecture of cell size, convex polarity, composition, paired transport and operational access. It distinguishes amplitude and phase-space interpretations, vector complementation and polarity of regions, local cell projections and global body composition, and geometric holonomy and measured response. The mathematical analysis includes a conditional polarity selector, a forward projection/section identity for supplied symplectic ellipsoids, an explicit counterexample to a fixed-splitting converse for general ellipsoids, inverse-transpose paired transport, a common-connection criterion and reference-dependent response comparisons. No primitive derivation of a quantum state cone, tensor product, minimum action, physical instrument or probability law is claimed. The accompanying source-and-evidence supplement contains the manuscript source, three preserved Python exact-check programs, and a partial Lean 4.19.0 formalization. Audited records of a local run support acceptance of 99 theorem/lemma declarations and 33 definitions/abbreviations. The actual set-level geometry of the concrete ellipsoid counterexample is included; the full convex-lattice, capacity, projective, all-rank geometric and smooth-connection results are not all formalized. This is not full-paper formal verification, external human peer review or a new compiler run. All selected command streams and type/axiom output remain verbatim. One local-run receipt is provided as a clearly labelled path-normalized derivative, with its original hash retained. The full private lineage is preserved separately. The current reading edition is version 1.0; the unchanged version 0.3 materials are retained only as verification baselines.
Quantum Mechanics from Constraint and Closure: A Structural Explanation and Derivational Roadmap assembles a sequence of ENSO quantum-foundations results into a single explanatory architecture. The paper asks why central structures of quantum mechanics—complex phase, conjugation, quadratic norm, Schrödinger dynamics, spinorial return, Born weighting, and measurement—belong together rather than appearing as an unrelated collection of formal ingredients. The proposed route begins with constraint-bearing distinction and minimal maintained recursion. Within an explicit primitive two-state class, recursive minimality selects the Fibonacci structure and its Perron root ϕ. Exchange completion (symmersion) derives a reciprocal pair, continuity and composability lift that pair to reciprocal flow, and bounded return selects a rotational generator satisfying J2=−I. Constraint-bearing eigenmodes then become phase-readable in Schrödinger form once ℏ supplies the action scale. Reciprocal product and exchange map exactly to quadratic norm and complex conjugation; Euclidean orthogonal composition fixes squared weight; repeatability leads to orthogonal projection; and intrinsic closure supplies the framework for event readability. A new canonical result provides an independent convergence. For a real symplectic system containing a genuinely non-real, non-unit scale-phase eigenmode, reality and symplectic reciprocity force the spectral orbit λ, λ̄, λ⁻¹, λ̄⁻¹ Such a mode is impossible in real symplectic dimension two; four dimensions are minimal. The resulting reciprocal-conjugate quartet contains exactly the reciprocal pairings used in the earlier closure geometry. The accompanying reproducibility archive contains the manuscript source, direct construction validator, adversarial null-test suite, captured outputs, machine-readable results, near-symplectic perturbation diagnostics, exact symbolic audit, validation-run provenance note, and package checksums. All twelve declared null tests pass in both recorded executions. The paper distinguishes completed mathematics, structural derivation, exact representation, and the remaining roadmap toward a fully native reconstruction of quantum theory. For further information about the ENSO Framework, please contact Eric Needham:ensotheory1@gmail.com
Symmersion and the Born Rule develops a conditional structural reconstruction of quantum probability from conserved binary distinction, exchange completion, reciprocal conjugation, quadratic norm, orthogonal outcome channels, and stochastic event closure. The Born rule assigns the probability of an outcome represented by an orthogonal projector Π_j as: P_j = ⟨ψ|Π_j|ψ⟩ For a state expanded in an orthonormal basis, |ψ⟩ = Σ_j c_j |j⟩ the corresponding outcome weights are: P_j = |c_j|² Complex amplitude, conjugation, quadratic norm, orthogonal decomposition, normalization, and stochastic realization are individually standard. The question addressed here is why they may belong to one structural architecture, and why the reciprocal pair underlying complex conjugation should exist in the first place. The paper introduces symmersion as the minimal exchange-completion of a realized asymmetric law. If J is an involutive exchange satisfying J² = I, then the exchange action on a law A is: A -> JAJ and its symmersion is: Symm_J(A) = {A, JAJ} with the singleton case understood when JAJ = A. For a positive binary projective law with ratio coordinate r, the exchange-conjugate map satisfies: f_JAJ(r) = 1 / f_A(1/r) Whenever the original map has a positive fixed point r*, the exchange-conjugate map has the reciprocal fixed point: r*^-1 The distinguishability tension tau(r) = r / (1 + r)² is invariant under inversion: tau(1/r) = tau(r) Symmersion therefore produces reciprocal conjugacy base-generally. It does not by itself select the golden ratio. Applied to the conserved binary recurrence L_(n+1) = L_n + S_nS_(n+1) = L_n with matrix A_+ = [[1, 1], [1, 0]] the projective ratio satisfies: r_(n+1) = 1 + 1/r_n Its unique positive fixed point is the golden ratio: phi = (1 + sqrt(5)) / 2 The exchange-conjugate law is: A_- = J A_+ J = [[0, 1], [1, 1]] and its positive fixed point is: phi^-1 The completed law orbit therefore contains reciprocal equilibria: {phi, phi^-1} The golden ratio enters only through the upstream selection of the conserved binary recurrence. The later reciprocal and complex constructions do not independently privilege phi. Symmersion initially produces an orbit of laws, while the amplitude construction requires a simultaneous reciprocal pair within one state. The Equivariant Pairing Proposition supplies this step. Under the exchange embedding x -> (x, Jx) the paired evolution A_+ ⊕ A_- preserves the relation: x_n^- = Jx_n^+ Consequently, the projective coordinates remain exactly reciprocal at every step: r_n^- = 1 / r_n^+ This is not merely an equilibrium relation. The reciprocal pair is maintained throughout the paired evolution. One interpretive commitment remains explicit: the complete physical state is represented by the exchange orbit, realized as the equivariantly paired state, rather than by one arbitrarily selected representative. The reciprocal fixed-point pair is then extended continuously. If F satisfies F(0) = 1F(s + t) = F(s)F(t)F(1) = phi and F is continuous and positive, then: F(s) = phi^s with: F(-s) = phi^(-s) = 1/F(s) The continuous reciprocal branches are therefore: r_+(s) = A phi^sr_-(s) = A phi^(-s) Their product is invariant: r_+(s) r_-(s) = A² and their ratio carries signed asymmetry: r_+(s) / r_-(s) = phi^(2s) After phase calibration, the reciprocal pair can be mapped to a complex amplitude. Under this correspondence: branch product -> squared modulusbranch ratio -> phasebranch exchange -> complex conjugation The state is linear in its amplitude carrier but quadratic in its invariant completion: Psi* Psi = |Psi|² For two orthogonal amplitude magnitudes a and b, Euclidean composition gives: combined magnitude = sqrt(a² + b²) If a non-negative observable weight W satisfies: W(sqrt(a² + b²)) = W(a) + W(b) and W(1) = 1 then the unique admissible weight is: W(a) = a² The exponent two is therefore fixed by Euclidean orthogonal composition together with non-negative additivity and normalization. Repeatable resolution requires an idempotent channel map: P² = P If the resolved component and its complement also satisfy the Pythagorean identity ||ψ||² = ||Pψ||² + ||(I - P)ψ||² for every ψ, then P must be an orthogonal projector: P = P† For a complete family of mutually orthogonal projectors satisfying Π_j Π_k = delta_jk Π_j and Σ_j Π_j = I the norm decomposes as: ||ψ||² = Σ_j ||Π_j ψ||² For a normalized state: Σ_j ||Π_j ψ||² = 1 and the quadratic channel weights are: P_j = ||Π_j ψ||² = ⟨ψ|Π_j|ψ⟩ At this stage the Born weights are established as normalized channel weights. To obtain terminal event frequencies, the paper enters a finite-dimensional, norm-preserving Wiener closure class with a single closure rate Gamma_cl > 0. Within this class, Ito norm preservation fixes the drift-diffusion relation, each spectral weight is a bounded martingale, and absorption into one terminal event sector yields: Prob(event j) = |⟨j|ψ_0⟩|² The numerical value of Gamma_cl affects the temporal profile of closure but not the terminal Born frequencies. The stochastic mechanism is mathematically continuous with the established collapse-model and quantum-state-diffusion literature. The proposed contribution is not the discovery of the martingale route itself. It is the structural argument motivating the reciprocal geometry, the transition into a norm-preserving closure class, and the exclusion of an independent rate arising solely from branch orientation. The full conditional chain is: unity-> co-constituted distinction-> conserved asymmetric recurrence-> exchange-conjugate law orbit-> equivariantly paired state-> exact reciprocal coordinates-> continuous reciprocal flow-> complex conjugate amplitude-> quadratic norm-> orthogonal channel weights-> Born event frequency The claim boundary is explicit. The matrix identities are elementary and their novelty is claimed architecturally rather than computationally. Symmersion produces reciprocal structure but does not independently select phi. The physical representation of the complete state by the exchange orbit remains an interpretive premise. The Euclidean composition law, the selected stochastic closure class, and the single source-level closure rate are stated assumptions or inherited structural premises. The paper does not claim an unconditional derivation of all quantum mechanics, a new physical sector, or an experimental confirmation of symmersion. The companion validation ledger, validate_symmersion.py, implements 63 checks keyed to the paper’s numbered equations and results. SymPy verifies the implemented algebraic identities exactly, including exchange conjugacy, equivariant pairing, reciprocal flow, amplitude reconstruction, quadratic composition, orthogonality checks, and symbolic Ito drift-diffusion relations. NumPy tests the numerical consistency of selected dynamical and stochastic claims through direct iteration, random-law checks, and Monte Carlo simulation. The stochastic simulations reproduce two-state and three-state Born frequencies within the stated Monte Carlo tolerances, support the martingale behaviour of spectral weights, and are statistically consistent with closure-rate independence of terminal frequencies. The script does not mechanically prove the functional uniqueness arguments, interpretive premises, imported literature results, or physical validity. Those elements are proved in the paper, supported through cited literature, or stated explicitly as assumptions. The result is a completed finite-dimensional structural reconstruction under declared premises, supplying the previously missing exchange-completion origin of the simultaneous reciprocal pair on which the later Born architecture depends. Part of the ENSO Framework corpus. For further information about the ENSO Framework, please contact Eric Needham:ensotheory1@gmail.com