Identity Half-Life and Mutual Information Decay
in Open Quantum Systems

J. Landers
February 2026
Abstract. We give an operational, quantitative notion of subsystem persistence for an open quantum system. Fix a reference record \(R\) that encodes the subsystem \(S\) at \(t=0\), and define the identity functional \[ \mathcal I_S(t) \;:=\; I\!\big(R : S_t\big), \] the mutual information between \(R\) and the evolved reduced state of \(S\). Under globally unitary dynamics on \(S\!E\), this quantity typically decreases because correlations flow from \(S\) into the environment \(E\), providing a single monotone that explains how locally irreversible behavior can arise without modifying quantum mechanics. Interpreting \(\mathcal I_S(t)\) as “how much of the original subsystem remains recoverable from the subsystem alone,” we obtain a precise half-life notion for identity. We illustrate the framework across (i) macroscopic decoherence, recovering the standard Zurek dust-grain correspondence scaling[6], and (ii) nuclear beta decay, where tracing out emitted degrees of freedom yields the observed exponential law. Finally, we connect the construction to relational “stable facts” discussions[11,12,13,14,15] by treating inter-observer agreement as persistence of appropriate conditional correlations.

1. Motivation: continuity, replacement, and the subsystem question

The Ship of Theseus question is usually posed in the language of wood and nails: if we replace the planks of a ship one by one, is it still the same ship?[9,10] Physics poses a sharper version because it forces us to be explicit about what counts as a "part." In an open system, "parts" are not only atoms, but also correlations. If a subsystem \(S\) steadily exports correlations into degrees of freedom we cannot access, then the subsystem’s state may become statistically disconnected from its own past. Yet the global evolution remains perfectly unitary.

This note takes that replacement process seriously and proposes an operational surrogate for “continuity of substance.” The surrogate is not mass, not entropy, and not a metaphysical essence, but a quantity that can be defined for any quantum system and any time: how much information the present subsystem retains about its past. When that quantity drops below a chosen threshold, the subsystem has become a new informational entity in a precise sense.

Concretely, we fix a reference record \(R\) that encodes \(S\) at \(t=0\) and define an identity functional \(\mathcal I_S(t):=I(R:S)_t\), the mutual information between that record and the evolved reduced state of \(S\). Because mutual information cannot increase under local CPTP maps (data processing), \(\mathcal I_S(t)\) provides a single monotone that quantifies how "replacement" happens via correlation export into the environment. We use it to define an identity half-life and work through two case studies: macroscopic decoherence (recovering Zurek's dust-grain correspondence scaling) and nuclear beta decay (where tracing out emitted degrees of freedom yields the observed exponential law), before connecting the same criterion to quantitative thresholds for stable records in relational/Wigner's-friend settings.

2. Context: stable facts, Wigner’s friend, and the “preferred observer” problem

The mutual-information functional \(\mathcal I_S(t)=I(R:S)_t\) was introduced above as a quantitative surrogate for “continuity of substance” in open systems. There is a second motivation for making this notion explicit: it provides a natural way to sharpen (and partially de‑dramatize) the recent disputes around Relational Quantum Mechanics (RQM).[11] In RQM, “facts” are not absolute properties of systems; they are relational events that occur in interactions. The familiar pressure‑test is a Wigner’s friend scenario: two observers (or observer-like systems) can assign different “facts” to the same event before they interact.

Since roughly 2021, the RQM discussion has shifted from interpretational aesthetics to explicit formal critiques.[12,13,14,15] One line of attack argues that if all facts are relative, then requiring cross‑observer consistency forces an inconsistency (or forces extra structure such as hidden variables). Another line attempts to prove that “relative facts” are incompatible with the standard formalism when multiple observers later compare notes. The details vary, but the common demand is the same: if different observers can later meet, then there must be a principled account of when a record is stable enough to function as a shared reference.

Rovelli and collaborators have responded by distinguishing between “relative facts” (fleeting, private) and “stable facts” (decohered, effectively public).[12,15] This is the right direction, but it leaves an obvious gap: decoherence is a mechanism, not a threshold. If “stability” is to do real work in no‑go arguments, one wants a quantitative criterion that can be evaluated for an explicit open-system model.

Stability threshold as identity half-life.
Let \(R\) be a reference initially correlated with \(S\) (often a purification register). Define \[ \mathcal I_S(t)=I(R:S)_t. \] We say that a record (or observer) has stable temporal bandwidth \(\tau_I\) if \[ \boxed{\tau_I:=\inf\{t\ge 0:\ \mathcal I_S(t)\le \tfrac12\mathcal I_S(0)\}.} \] Interactions occurring on timescales \(t\ll \tau_I\) can be registered as persisting “facts” for that system, while for \(t\gg \tau_I\) the system has exported most of the relevant correlation and the corresponding relative fact has effectively dissolved (for that system).

This section is not meant to adjudicate interpretational questions. It supplies a concrete knob: given a Lindblad model for an observer-like system, \(\tau_I\) is a computable timescale. Once such a timescale is on the table, the debate about “stable facts” becomes less metaphysical: it becomes a question about correlation decay rates, environmental monitoring strength, and the operational precision at which two observers are attempting to compare notes.

3. Open-system setting and the identity functional

Let a composite Hilbert space factorize as \(\mathcal H = \mathcal H_S \otimes \mathcal H_E\). The global state evolves unitarily:

\[ \rho_{SE}(t) = U(t,t_0)\,\rho_{SE}(t_0)\,U^{\dagger}(t,t_0). \]

The reduced subsystem state is

\[ \rho_S(t) = \mathrm{Tr}_E[\rho_{SE}(t)]. \]

Even if the global map is reversible, the reduced map \(\rho_S(t)=\mathcal E_t(\rho_S(t_0))\) need not be. In the Markovian regime, \(\{\mathcal E_t\}_{t\ge 0}\) forms a CPTP semigroup generated by a Lindblad operator \(\mathcal L\):[1,2,3]

\[ \rho_S(t)=\mathcal E_t(\rho_S(t_0)), \\ \frac{d}{dt}\rho_S(t)=\mathcal L(\rho_S(t)). \]

To ask whether \(S\) “remains itself,” we must compare present and past in a way that respects quantum mechanics. Introduce an abstract reference system \(R\) that is initially correlated with \(S\). Let \(\rho_{RS}(t_0)\) be any joint state, often a purification of \(\rho_S(t_0)\). The reference does not evolve, and the joint state evolves as

\[ \rho_{RS}(t) = (\mathrm{Id}_R \otimes \mathcal E_t)(\rho_{RS}(t_0)). \]

Define the past-present mutual information (logs base 2 unless otherwise noted)[4,8]

\[ \boxed{ \mathcal I_S(t) = I(R:S)_t = S(\rho_R) + S(\rho_S(t)) - S(\rho_{RS}(t)), } \]

where \(S(\rho)=-\mathrm{Tr}(\rho\log\rho)\) is the von Neumann entropy.[4] Conceptually, \(\mathcal I_S(t)\) measures how much of the subsystem’s earlier identity, as encoded in \(R\), is still present in \(S\) at time \(t\). It is the natural quantum analogue of “memory of the past,” but expressed without narratives: it is a functional of the joint state.

4. Monotonicity and a microscopic arrow of time

Proposition (Monotonicity / Data processing).
For any CPTP evolution acting locally on \(S\), \[ \mathcal I_S(t) \le \mathcal I_S(t_0) \quad \text{for all } t\ge t_0. \] Reason: the data-processing inequality for mutual information under local CPTP maps.[4,8]

This monotonicity is the structural core of the note. It says: an open subsystem cannot increase its correlations with its past reference. Whatever is lost has been exported into degrees of freedom outside the subsystem’s boundary (and often outside our practical reach). The result is not thermodynamic. It does not rely on ensembles, coarse-graining, or typicality. It is simply what CPTP maps do to correlations.

In the semigroup setting, one may define an instantaneous identity loss rate:

\[ \Phi(t) := -\frac{d}{dt}\mathcal I_S(t) \ge 0. \]

On this view, "irreversibility" is not a mysterious physical principle; it is the monotone decay of a specific correlation functional. The universe remains reversible; the subsystem does not. This is the subsystem version of the Theseus replacement story[9,10]: as correlations are swapped out of the subsystem and into \(E\), the subsystem's present state becomes less and less informative about its earlier instantiation.

5. Generator-level structure: an exact MI flow identity

For Markovian dynamics, the Lindblad generator can be written[1,2,3]

\[ \mathcal L(\rho) = -i[H,\rho] + \sum_k \left(L_k \rho L_k^\dagger - \tfrac12\{L_k^\dagger L_k,\rho\}\right). \]

A direct differentiation of \(\mathcal I_S(t)\) yields an exact identity for the rate of mutual-information change:

\[ \boxed{ \frac{d}{dt}\mathcal I_S(t) = \mathrm{Tr}\!\left[(\mathrm{Id}_R\otimes\mathcal L)(\rho_{RS}(t))\,\Big(\log\rho_{RS}(t)-\log\rho_R-\log\rho_S(t)\Big)\right]. } \]

This equation is useful not because it always simplifies, but because it localizes where irreversibility lives: the dissipators \(L_k\). The Hamiltonian part of the generator is reversible and (in the appropriate sense) does not produce entropy; it rotates information rather than exporting it.[3] The dissipators are the mechanism by which correlations with \(R\) are shunted into \(E\). When one wants a more “microscopic” picture of identity loss, this is it.

6. Exactly solvable case: beta decay as amplitude damping

To keep the discussion concrete, model the nucleus as a two-level system \(S\) with basis \(\{|e\rangle,|g\rangle\}\) representing parent and daughter states. Treat beta decay as amplitude damping with rate \(\Gamma\).[3,4] The decay probability by time \(t\) is

\[ p(t)=1-e^{-\Gamma(t-t_0)}. \]

A Kraus representation of the reduced dynamics is[4]

\[ \begin{align} E_0 &= |g\rangle\!\langle g| + \sqrt{1-p}\,|e\rangle\!\langle e|, \\ E_1 &= \sqrt{p}\,|g\rangle\!\langle e|, \\ \rho_S(t)&=\sum_{a\in\{0,1\}} E_a\,\rho_S(t_0)\,E_a^\dagger. \end{align} \]

Now correlate the nucleus with a reference system. A natural “maximally informative” choice is a maximally entangled initial state[4]

\[ |\Phi^+\rangle_{RS}=\frac{1}{\sqrt2}(|gg\rangle+|ee\rangle). \]

Then \(\rho_{RS}(t)=(\mathrm{Id}_R\otimes\mathcal E_t)(|\Phi^+\rangle\langle\Phi^+|)\). One can compute the relevant entropies in closed form (logs base 2):

\[ \begin{align} S(\rho_R)&=1, \\ S(\rho_S(t))&=h_2\!\left(\frac{1+p}{2}\right), \\ S(\rho_{RS}(t))&=h_2\!\left(\frac{p}{2}\right), \end{align} \]

where \(h_2(x)=-x\log_2 x-(1-x)\log_2(1-x)\) is the binary entropy.[4] Therefore

\[ \boxed{ \mathcal I_S(t)=1+h_2\!\left(\frac{1+p(t)}{2}\right)-h_2\!\left(\frac{p(t)}{2}\right). } \]

This formula has the correct qualitative behavior: \(\mathcal I_S(t_0)=2\) bits and \(\lim_{t\to\infty}\mathcal I_S(t)=0\). The nucleus, treated as a subsystem, ends up with no mutual information with its past. The global unitary evolution still contains all information, but it has moved into degrees of freedom we have excluded[3] (in practice: a neutrino plus other correlations radiating away). In Theseus language: the “planks” replaced are the correlations;[9,10] the subsystem has gradually become a different informational object.

Identity half-life.
Define \(\tau_I\) by \(\mathcal I_S(t_0+\tau_I)=\tfrac12\mathcal I_S(t_0)\). For amplitude damping one finds the half-value at \(p=1/2\), giving \[ \boxed{\tau_I = \frac{\ln 2}{\Gamma}.} \]

Thus the usual population half-life coincides with an identity half-life defined purely in terms of mutual information with the past. The point is not that we have discovered a new parameter of beta decay; rather, we have reframed what the half-life is measuring: it is the characteristic timescale on which the subsystem loses half of its past-present correlations.

7. Decoherence: rates control how fast identity becomes classical

Decoherence is often described as "loss of phase information" in a preferred basis.[3,6] In the present framework, that description becomes quantitative. Decoherence is the mechanism that drives \(\rho_{RS}(t)\) toward a state where all correlations are classical in the pointer basis. Importantly, decoherence alone need not force \(\mathcal I_S(t)\to 0\); it forces the coherent contribution to the mutual information to die.

Correspondence check: the Zurek limit for macroscopic spatial decoherence

The dephasing model above is deliberately abstract. To make contact with a canonical physical scale, consider the standard scattering-induced decoherence setting: a macroscopic object placed in a spatial superposition separated by \(\Delta x\), bombarded by environmental particles. In that regime, “identity loss” (loss of correlation with a coherent past) coincides with the usual spatial decoherence time \(\tau_{\mathrm{dec}}\). The Identity Half-Life should therefore reproduce Zurek’s estimate in the classical limit:[6]

\[ \tau_I\ \approx\ \tau_{\mathrm{dec}}. \]

In the high-temperature / frequent-collision limit one can express the scaling (up to order‑one factors) as

\[ \boxed{\tau_I\ \approx\ \gamma^{-1}\left(\frac{\lambda_{\mathrm{th}}}{\Delta x}\right)^2,} \]

where \(\gamma^{-1}\) is a macroscopic relaxation time for the object and \(\lambda_{\mathrm{th}}\) is its thermal de Broglie wavelength,

\[ \lambda_{\mathrm{th}}=\frac{\hbar}{\sqrt{2Mk_B T}}. \]

For a representative dust grain in air at room temperature (take \(T\approx 300\,\mathrm K\), \(\Delta x\approx 10^{-5}\,\mathrm m\) and a micron-to‑tens‑of‑microns scale mass \(M\)), one finds a striking disparity of scales: \(\lambda_{\mathrm{th}}\sim 10^{-21}\,\mathrm m\), hence \(\lambda_{\mathrm{th}}/\Delta x\sim 10^{-16}\). Therefore

\[ \tau_I\ \approx\ \gamma^{-1}\,10^{-32}. \]

Even if \(\gamma^{-1}\) is as slow as \(10^{-1}\,\mathrm s\), this gives \(\tau_I\sim 10^{-33}\,\mathrm s\), consistent in order of magnitude with the familiar “instantaneous” decoherence numbers quoted in Zurek’s classic discussions.[6] The interpretational punchline is simple: the classical limit is the regime in which \(\tau_I\) is effectively zero on any human or laboratory timescale. In Theseus language, the correlation “planks” are being replaced astronomically fast, and what persists is not microscopic coherence but a robust classical record stabilized by the environment.

Fix a pointer basis \(\{|i\rangle\}_{i=1}^{d_S}\) for \(S\) and consider a pure-dephasing Lindblad generator with diagonal Lindblad operators[1,2,3]

\[ L_k=\sqrt{\gamma_k}\sum_i \ell_{k,i}\,|i\rangle\langle i|. \]

Then the reduced matrix elements satisfy

\[ \begin{align} \rho_{ii}(t)&=\rho_{ii}(0), \\ \rho_{ij}(t)&=e^{-\Gamma_{ij}t}\,\rho_{ij}(0) \ (i\neq j), \\ \Gamma_{ij}&=\frac12\sum_k\gamma_k\,|\ell_{k,i}-\ell_{k,j}|^2. \end{align} \]

Let \(\Gamma_{\min}=\min_{i\neq j}\Gamma_{ij}\). Define the dephasing (pinching) map

\[ \Delta(\rho)=\sum_i (I_R\otimes |i\rangle\langle i|)\,\rho\,(I_R\otimes |i\rangle\langle i|). \]

A convenient measure of “how far \(\rho_{RS}\) is from being classical in the pointer basis” is the trace distance[4] \(\|\rho_{RS}-\Delta(\rho_{RS})\|_1\). One can bound this distance by a suitable off-diagonal block coherence, and under dephasing it decays exponentially:

\[ \varepsilon(t):=\frac12\|\rho_{RS}(t)-\Delta(\rho_{RS}(t))\|_1 \le \frac12 e^{-\Gamma_{\min}t}\,C_0, \]

where \(C_0\) depends only on the initial off-diagonal blocks of \(\rho_{RS}(t_0)\). Now let

\[ \begin{align} I(t)&:=I(R:S)_{\rho_{RS}(t)}, \\ I_{\mathrm{cl}}(t)&:=I(R:S)_{\Delta(\rho_{RS}(t))}. \end{align} \]

Since \(\Delta(\rho_{RS}(t))\) is classical-quantum (CQ) in the pointer basis, \(I_{\mathrm{cl}}(t)\) is exactly the mutual information between \(R\) and the pointer outcome stored in \(S\). Mutual information continuity bounds (of Alicki-Fannes type) yield[5]

\[ \boxed{ |I(t)-I_{\mathrm{cl}}(t)| \le 4\varepsilon(t)\log d_S + 2h_2(\varepsilon(t)). } \]

Combining with the exponential envelope for \(\varepsilon(t)\) shows that decoherence rates control how fast the mutual information is driven toward its classical part. In intuitive terms, dephasing replaces "quantum identity continuity" with "classical record continuity" on the timescale \(1/\Gamma_{\min}\). If one wants the subsystem to become a genuinely new entity by the stronger criterion \(\mathcal I_S(t)\approx 0\), then decoherence must be accompanied by mixing / relaxation mechanisms that erase even the classical record.

A clean collapse-time bound falls out immediately. If one defines "coherence-mediated identity collapse" by \(|I(t)-I_{\mathrm{cl}}(t)|\le\delta\), then one may choose \(\varepsilon_\delta\) solving \(4\varepsilon_\delta\log d_S+2h_2(\varepsilon_\delta)=\delta\). Any time satisfying

\[ t \ge \frac{1}{\Gamma_{\min}}\log\!\left(\frac{C_0}{2\varepsilon_\delta}\right) \]

is sufficient. Up to a logarithmic factor, collapse time scales like \(1/\Gamma_{\min}\).

8. Mixing and complete identity loss

To obtain full informational collapse, one typically needs a mechanism that contracts all correlations, not merely coherences. This includes amplitude damping, thermalization, and more general mixing semigroups. A common sufficient condition is that the Lindblad generator has a spectral gap \(\lambda>0\) toward a unique stationary state and satisfies a strong data-processing inequality.[7,8] In that case one can bound mutual information by an exponential contraction:

\[ \boxed{ \mathcal I_S(t) \le \mathcal I_S(t_0)\,e^{-c\lambda t}, } \]

where \(c>0\) depends on the functional inequality (e.g., logarithmic Sobolev constants) satisfied by the semigroup. The specific constant is less important than the shape: a single gap parameter controls the forgetting time-scale. In these models, identity does not merely become classical; it disappears altogether. The subsystem becomes independent of its past reference.

This is the cleanest mathematical analogue of the Theseus replacement story. Replace the planks slowly enough and at some stage the ship is still "the same" for practical purposes, but if the replacement process continues and all original structure is washed out, the continuity claim becomes empty. Here the statement is quantitative: \(\mathcal I_S(t)\) measures the remaining continuity.

9. Collapse time and an operational entity criterion

To turn the functional \(\mathcal I_S(t)\) into an entity criterion, choose an operational threshold \(\varepsilon>0\) representing “indistinguishable from disconnected” at the precision of interest. Define the identity-loss time

\[ \boxed{ \tau_{\varepsilon} := \inf\{t\ge t_0:\ \mathcal I_S(t)\le \varepsilon\}. } \]

The subsystem persists as the same informational entity over the interval \([t_0,t)\) whenever \(\mathcal I_S(t)>\varepsilon\). When \(\mathcal I_S(t)\le\varepsilon\), the subsystem is operationally disconnected from its past. This criterion is deliberately modest: it does not declare a metaphysical discontinuity; it declares that the subsystem has lost the correlations required to justify treating it as “the same object” in an information-theoretic sense.

The threshold framing is also what makes the Ship of Theseus analogy work: "sameness" is not a binary predicate but a tolerance-dependent decision rule. The function \(\mathcal I_S(t)\) supplies the quantitative backbone; the threshold supplies the pragmatic boundary.

10. Relational states as conditionalization within the same framework

The reference system \(R\) can be interpreted abstractly (a purification register) or physically (an observer or apparatus record). If one replaces \(R\) by an observer system \(O\), relational descriptions emerge as conditional states. Let \(\{\Pi_o\}\) be a POVM on \(O\).[4] Then the conditional state of \(S\) given outcome \(o\) is

\[ \boxed{ \rho_{S|o}(t) = \frac{\mathrm{Tr}_O\big[(I\otimes\Pi_o)\rho_{SO}(t)\big]}{\mathrm{Tr}\big[(I\otimes\Pi_o)\rho_{SO}(t)\big]}. } \]

In this view, "relational quantum states" require no new dynamics: they are conditionalizations inside correlated open-system evolution.[11] The same mutual-information functional applies: one may track \(I(O:S_t)\) as a measure of how robustly the observer's record remains correlated with the system. Decoherence stabilizes the record in a pointer basis; mixing erases it.

11. Structural compression: one skeleton, many phenomena

The same mathematical skeleton appears across a long list of physical effects: decoherence (collapse of coherent contributions), spontaneous emission and amplitude damping (loss to radiation modes), beta decay (loss to weakly interacting channels), thermalization (mixing to a stationary state), measurement (record formation plus subsequent stabilization), and horizon-like situations (correlations exported beyond causal access).

\[ \boxed{ \text{Open-system CPTP dynamics + monotone decay of } I(R:S_t). } \]

What is unified is not a new force or law. It is a shared structure: correlations with a reference encoding the past are monotonically contracted by local CPTP evolution. The “arrow of time” for subsystems is simply the data-processing inequality applied dynamically.[8]

12. Conclusion: continuity of substance as continuity of correlation

The Ship of Theseus is often treated as a problem about “substance.”[9,10] In open quantum systems, the closest analogue of substance is not matter but correlation structure.[3] A subsystem is defined by a boundary; open dynamics constantly trades correlation across that boundary.[3] When the subsystem retains substantial mutual information with a reference encoding its past, it is justified, operationally speaking, to treat it as the same entity. When that mutual information decays below threshold, the justification evaporates.

Beta decay supplies an exactly solvable illustration:[3,4] an informational half-life coincides with the conventional half-life, but the interpretation changes. The half-life is the timescale on which the subsystem loses half of its past-present correlations. Decoherence supplies the complementary lesson:[6] dephasing destroys coherent identity rapidly, but may leave a classical residue. Complete identity collapse requires mixing.[3,7,8]

The content of the framework can be compressed to a single statement:

\[ \boxed{ \begin{gathered} \text{Entity persistence in quantum physics is measured by } I(R:S_t), \\ \text{and irreversible processes correspond to its monotone decay.} \end{gathered} } \]

One way to read the framework is as a “spectrum” view of objects: the world is not carved into fundamentally discrete entities, but into overlapping clusters of correlations with different characteristic decay times. Macroscopic objects sit at the extreme where \(\tau_I\) is effectively zero (identity is continuously re‑written by environmental monitoring), while carefully isolated microscopic systems and engineered qubits can have \(\tau_I\) long enough to behave as coherent individuals.[4,6] Between these extremes, there may be “shadow” regimes— systems whose correlation half-lives are so short or so long that they are physically real yet operationally invisible to a given class of observers, simply because the observers lack the temporal bandwidth to couple to them.

What remains open, philosophically and technically, is how far this viewpoint can be pushed before it becomes genuinely predictive rather than merely organizing. For horizons, cosmology, or field-theoretic settings, “inaccessibility” becomes a structural constraint rather than a practical inconvenience. In such regimes, mutual-information decay may serve as a sharp bridge between operational irreversibility and the geometry of what can be known.

References

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