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Operational Structure of Entanglement Time: Numerical Evidence for Quadratic Scaling with Modular Flow

Alik Gimranov

Published Jun 20, 2026• 0 citations
Publisher

Abstract

We provide rigorous numerical verification of the modular time definition through Tomita–Takesaki theory and establish a scaling relation between entanglement time τ_ent = dS/dt and modular time τ_mod = √Var(K_ρ) in Heisenberg XXX spin chains. Extensive simulations for system sizes N = 6–20 and systematic robustness checks reveal that τ_ent ∝ τ_mod^γ with exponent γ∞ = 2.07 ± 0.04 for N ≥ 14, consistent with diffusion-like growth of entanglement in modular time. We verify that the modular flow satisfies all four axioms of a Tomita–Takesaki automorphism group to numerical precision ~10⁻¹⁵. Furthermore, we demonstrate that emergent time is intensive (non-additive): τ(2N)/(2τ(N)) = 0.76 ± 0.17 ≠ 1. These results provide strong numerical evidence that different notions of time in quantum many-body systems are related by a scale-invariant law, with potential implications for emergent gravity.

DOI
10.5281/zenodo.20770472

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We provide rigorous numerical verification of the modular time definition through Tomita–Takesaki theory and establish a scaling relation between entanglement time τ_ent = dS/dt and modular time τ_mod = √Var(K_ρ) in Heisenberg XXX spin chains. Extensive simulations for system sizes N = 6–20 and systematic robustness checks reveal that τ_ent ∝ τ_mod^γ with exponent γ∞ = 2.07 ± 0.04 for N ≥ 14, consistent with diffusion-like growth of entanglement in modular time. We verify that the modular flow satisfies all four axioms of a Tomita–Takesaki automorphism group to numerical precision ~10⁻¹⁵. Furthermore, we demonstrate that emergent time is intensive (non-additive): τ(2N)/(2τ(N)) = 0.76 ± 0.17 ≠ 1. These results provide strong numerical evidence that different notions of time in quantum many-body systems are related by a scale-invariant law, with potential implications for emergent gravity.
We investigate the scaling relation between the physical entanglement time τent and the modular time τmod in the dynamics of the integrable Heisenberg XXX spin chain. Contrary to the hypothesis of a stable universal exponent γ ≈ 2, we find no evidence for a time-independent power-law scaling. Instead, the effective exponent γ(t) exhibits a systematic drift toward smaller values at longer evolution times, following a robust power-law relaxation γ(t) −γ∞ ∼ t−α with α ≈ 0.65, supported by an excellent data collapse with relative spread below 6%. Remarkably, the amplitude of this relaxation is independent of system size N within the accessible window N ∈ {14,16,18,20}. We interpret this behavior as an effective renormalization group flow of the scaling exponent in time, suggesting that γ is not a fixed scaling dimension but a running quantity controlled by a marginally irrelevant operator. Our results demonstrate that previously reported values γ ≈ 2 originate from preasymptotic regimes rather than a true scaling law, and reveal a dynamical mechanism by which simple scaling breaks down in quantum entanglement evolution.
We address the problem of time in quantum mechanics: time is an external classical parameter, not a quantum observable, yet quantum gravity requires it to be emergent. We show that a canonical preferred temporal flow arises from within the algebraic structure of quantum mechanics, without presupposing a Hamiltonian, a Schrödinger equation, or a background time parameter. The starting point is a pair (M, ω) — a von Neumann algebra of observables and a faithful normal state — with no other input. From these, Tomita–Takesaki modular theory derives a canonical strongly-continuous one-parameter group of automorphisms σ_t : M → M (the modular flow). The group parameter t labels the spectral flow of the modular operator Δ = S^*S constructed from ω, and is not assumed as background structure. Three results are established. First (Structural Inevitability): any non-tracial quantum system unavoidably carries a non-trivial modular flow — the Tomita–Takesaki modular automorphism group, derived from algebraic data alone. Under the Connes–Rovelli thermal time hypothesis (adopted as an explicit physical postulate, supported by exact agreement with Heisenberg evolution for Gibbs states and with Rindler time via the Bisognano–Wichmann theorem), this flow constitutes physical time. Second (Cocycle Colimit): the directed colimit of all subsystem modular flows exists in the category W*-Dyn, interacting or not; for interacting systems the colimit is twisted by Araki's Connes cocycle, and the assembled flow equals the modular flow of the limiting algebra. Third (Classical Recovery): a structural outline of how, in the decoherence limit under density, separability, and the second law, the framework recovers a separable dense linear order from which n-dimensional spatial structure is derived; full topological reconstruction is left as an open program. This paper is self-contained and requires no companion papers. It extends the Connes–Rovelli thermal time hypothesis and the Page–Wootters relational framework to a universal directed cocycle colimit.
We present numerical evidence for the Hilbert Space Refactorization Principle and the Intensive Time Principle proposed in Ref. [1]. Using spin-chain simulations with Heisenberg XXX interaction, we demonstrate three key results: (1) Past Hypothesis without fine-tuning: Refactorization of Hilbert space from (8+2) to (9+1) spin bipartition reduces the effective entropy of the daughter subsystem by a factor of ~5 (ratio S_daughter/S_before ≈ 0.19). (2) Modular time deviation: For N=8 spins initialized in the Néel state, the entanglement time deviates from proper time by Δτ ≈ 1.82 (18% reduction) over t = 10, correlating with the rate of entanglement growth. (3) Scaling laws: Systematic simulations for N = 6, 8, 10, 12 reveal that entanglement entropy scales extensively (ΔS ~ N^0.80), while entanglement time scales sub-extensively (Δτ ~ N^0.27), yielding the non-linear relation Δτ ~ (ΔS)^0.34. This provides numerical confirmation of the Intensive Time Principle: time is an intensive thermodynamic observable, fundamentally distinct from extensive quantities like entropy. These results establish entanglement time as a robust physical effect that survives the thermodynamic limit, supporting the conceptual framework of Ref. [1]. This is Part II of a trilogy. Part I presents the conceptual framework (DOI: 10.5281/zenodo.20760213). Part III will derive observational predictions for gravitational wave detectors.
We establish a complete operator-theoretic and operational picture of Tomita-Takesaki modular flow on the qubit. For any pair of qubit states ρ_M (modular) and ρ_E (evaluation), with Bloch radii V_M, r, axes n̂, m̂, and rapidity η_M = arctanh(V_M), the variance of the modular Hamiltonian K_M = -log ρ_M admits the cross-state closed form Var_E(K_M) = η_M²(1 - r² cos²θ), yielding a Mandelstam-Tamm bound |d⟨O⟩/dt| ≤ 2η_M √(1 - r²cos²θ) · √Var_E(O) whose maximizing-observable saturation ratio is r sin θ / √(1 - r² cos²θ), equal to 1 exactly when r = 1. We prove a Heisenberg-picture data-processing inequality, an integrated Bures-distance bound, an operator-norm version ‖[K_M, O]‖op ≤ 2η_M ‖O‖op saturating for off-axis Pauli operators, and a minimum-time relation τ⊥ = π/(2η_M) for orthogonal evolution iff n̂·m̂ = 0. The Bloch vector of ρ_E precesses around n̂ at angular frequency 2η_M; the half-cycle work satisfies |W| ≤ 2r sin θ |h⊥| for any observable Hamiltonian H = h₀𝟙 + h·σ. The bound vanishes at V_M → 1 when ρ_E = ρ_M despite divergent η_M, a finite-dimensional third-law analog. The decomposition ρ_M^{it} = e^{iφ(t)} exp(it η_M n̂·σ) identifies ρ_M^{it} as an SL(2,ℂ) boost element with imaginary spinor rapidity ζ = 2itη_M, a finite-dimensional Bisognano-Wichmann analog in which the universal QFT factor 2π is replaced by the state-dependent 2η_M. All numerical coefficients verified below 4×10⁻¹⁵.
The quantum entanglement measure of concurrence is shown to be directly calculable from a Tomita- Takesaki modular operator framework constructed from the local von Neumann algebras of observables for two quantum systems. Specifically, the Tomita-Takesaki modular conjugation operator JJJ that links two separate systems with respect to their von Neumann algebras is related to the quantum concurrence CCC of a pure bivariate entangled state composed from these systems. This concurrence relation provides a direct physical meaning to JJJ as both a symmetry operator and a quantitative measure of entanglement. This procedure is then demonstrated for a supersymmetric quantum mechanical system and a real scalar field interacting with two entangled spin-12\frac{1}{2}21​ Unruh-DeWitt qubit detectors. For the latter system, the concurrence result is shown to be consistent with some known results on the Bell-CHSH inequality for such a system.
This preprint develops a rigorous operator-algebraic extension of Tomita-Takesaki modular theory to pseudo-Hermitian quantum field systems. We construct a twisted Tomita operator S_η for PT-symmetric fields equipped with a positive-definite metric operator η, establishing its closability and polar decomposition S_η = J_η Δ_η^(1/2) within the η-inner product GNS representation. The central result demonstrates that the twisted modular conjugation J_η squares not to the identity (as in standard theory) but to a non-trivial central unitary W = J_η², where W ∈ Z(A). We prove W is unitary and central using purely algebraic methods, generalizing the standard relation J² = I. A finite-dimensional construction explicitly exhibits W = -I for specific pseudo-Hermitian operator algebras, providing concrete evidence of this stable algebraic phase. This central modular phase represents an intrinsic degree of freedom absent in Hermitian quantum field theory, persisting under pseudo-Hermitian similarity transformations. We discuss potential physical implications, including connections to CP violation and baryon asymmetry, where the phase W may serve as an algebraic source of matter-antimatter asymmetry emerging from field algebra structure rather than explicit Lagrangian symmetry breaking. The framework maintains mathematical consistency with Tomita-Takesaki axioms while extending modular theory beyond Hermitian constraints. This work bridges pseudo-Hermitian similarity transformations and modular conjugation into unified algebraic language, opening directions for PT-symmetric quantum field theory and non-Hermitian approaches to fundamental physics. STATUS: Verison 1.0 and 2.0 completed rest will be available soon .