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The Allen Orbital Lattice is Completion Equivalence: - Background Independence via Zero-Geometry Determination
November 2025
Pattern Field Theory (PFT) describes physical structure as patterns evolving on the Allen Orbital Lattice (AOL), a prime-indexed orbital curvature lattice. This raises an immediate structural question: does the AOL define a physical background, or is it a gauge structure carrying no direct physical degrees of freedom?
This paper answers that question by proving AOL completion equivalence. Any two admissible prime-indexed AOL completions are related by a Phase Alignment Lock (PAL) diffeomorphism that preserves all PFT operators and all physical observables. Completion choice, ghost-layer ordering, and local embedding therefore carry no physical content. Physical quantities depend only on PAL-coherent fluxes, curvature assignments, and cascade relations.
We define zero-geometry determination as the requirement that all physical observables remain invariant under PAL-diffeomorphisms. Under this requirement, the AOL is not a fixed background but a gauge structure defined up to completion equivalence. The Lagrange-hex projection of the \(\sqrt{1}\)-\(\sqrt{6}\) system is identified as a minimal ghost kernel invariant under PAL-diffeomorphisms.
This establishes background independence at the discrete level and provides a unified structural origin for both diffeomorphism invariance in general relativity (GR) and gauge redundancy in quantum field theory (QFT). GR and QFT arise as infrared projections of a single discrete, zero-geometry substrate.

Introduction
A central demand on any candidate unification of physics is background independence. General relativity (GR) is built on the idea that spacetime geometry is not fixed; the metric is dynamic and responds to matter and energy. Quantum field theory (QFT), by contrast, is normally formulated on a fixed background spacetime. This mismatch has obstructed attempts to quantise gravity and to derive a single framework that contains both GR and the Standard Model.
Pattern Field Theory (PFT) starts from a discrete substrate: the Allen Orbital Lattice (AOL). The lattice is prime-indexed and carries curvature weights, phases and recursion structure. Dynamics are implemented by event cascades constrained by Phase Alignment Lock (PAL), which enforces flux neutrality on prime-indexed faces. Continuum field theories arise as infrared projections of this discrete structure.
The presence of a lattice raises an immediate concern. A fixed lattice can look like a fixed background. If the AOL selected a preferred geometry, it would conflict with the principle of background independence and would reintroduce, in discrete form, the very structural problem that general relativity solved in the continuum. The aim of this paper is to show that this does not occur. The AOL is not a physical background. It is a gauge structure defined only up to PAL-diffeomorphism equivalence.
We make this precise by:
defining admissible AOL completions and PAL-diffeomorphisms,
introducing zero-geometry determination as invariance under PAL-diffeomorphisms,
proving that all physical operators and observables are invariant under completion changes,
identifying the Lagrange-hex \(\sqrt{1}\)-\(\sqrt{6}\) ghost kernel as a minimal invariant structure.
The result is that the Allen Orbital Lattice is defined only up to completion equivalence. Different admissible completions are related by PAL-diffeomorphisms that leave all physical content unchanged. Completion choice therefore carries no physical degrees of freedom. The AOL plays the role of a discrete gauge structure: changing completion is analogous to changing coordinates, with no new physics introduced. Geometry arises from PAL-coherent curvature assignments, not from the choice of completion itself.
This paper is organised as follows. In Section 2 we review background dependence issues in existing approaches. In Section 3 we summarise the structure of the AOL in the PFT framework. Section 4 defines zero-geometry determination. Section 5 introduces completions and PAL-diffeomorphisms. In Section 6 we state and prove the main completion-equivalence theorem. Section 7 explains the role of the Lagrange-hex ghost kernel. Section 8 discusses consequences for GR, QFT and unification. Section 9 compares PFT to other background-independent proposals. Section 10 gives a brief outlook. Appendices provide a glossary, internal bibliography and mathematical notes.
Background Dependence in Existing Frameworks
This section summarises background dependence issues in the main families of existing theories.
General relativity
General relativity is manifestly background-independent at the continuum level. The metric tensor \(g_{\mu\nu}\) is dynamical and satisfies the Einstein equations \[G_{\mu\nu} = 8\pi T_{\mu\nu},\] with \(G_{\mu\nu}\) the Einstein tensor and \(T_{\mu\nu}\) the stress-energy tensor. Diffeomorphism invariance encodes the statement that coordinates carry no direct physical meaning; physical observables are invariant under smooth reparameterisations of the manifold.
However, attempts to quantise GR perturbatively almost always proceed by expanding around a fixed background metric, such as Minkowski or a chosen classical solution. This reintroduces a preferred structure and breaks manifest background independence.
Quantum field theory
Conventional QFT assumes a fixed background spacetime. Fields are defined on a manifold with a given metric, and locality refers to that metric. Even when curved backgrounds are used, they are usually treated as external data rather than as dynamical variables.
The success of QFT in particle physics is tied to this construction, but the price is structural: background independence is not built in. There is no general mechanism in standard QFT that enforces invariance under changes of background geometry.
Lattice and discrete approaches
Lattice gauge theory and related discrete methods place fields on fixed lattices in order to regulate divergences and perform numerical calculations. These lattices are usually regular grids, such as hypercubic arrays in Euclidean signature.
Such lattices are not background-independent. They fix a preferred discrete geometry, including directions and scales. While continuum limits can reduce explicit lattice artefacts, the underlying construction distinguishes particular frames and coordinate systems.
Other discrete approaches, such as causal sets or some tensor network models, introduce combinatorial structures that are closer in spirit to background independence, but often still require an embedding or a choice of growth rule that plays a similar role to a background.
Quantum gravity proposals
Candidate quantum gravity theories, such as loop quantum gravity or string theory, each address background independence in their own way. Loop quantum gravity seeks a background-free representation but faces challenges in relating spin network states to a unique emergent geometry. String theory often begins on fixed backgrounds and then promotes moduli to dynamic variables; full background independence is an open task at the structural level.
In summary, a structurally complete unification should treat background independence as fundamental rather than emergent. Pattern Field Theory addresses this at the discrete level by showing that the Allen Orbital Lattice is a gauge structure subject to completion equivalence rather than a fixed physical background.
Allen Orbital Lattice Structure
This section summarises the objects of the Allen Orbital Lattice used in this paper.
Sites, edges and faces
The Allen Orbital Lattice (AOL) is a discrete orbital-curvature lattice with:
a set of sites \(x\) representing orbit centres,
oriented edges \((x,x+\hat{\mu})\) labelled by direction indices and carrying curvature weights and phase increments,
faces \(S_p\) labelled by primes \(p\), each with an oriented boundary \(\partial S_p\),
higher-dimensional cells encoding recursion and cascades.
Curvature is encoded by plaquette sums of edge contributions. For a face \(S_p\), one writes \[\begin{equation} F(\partial S_p) = \sum_{e \in \partial S_p} \omega(e), \end{equation}\] where \(\omega(e)\) includes both amplitude and phase information.
Phase Alignment Lock
Phase Alignment Lock (PAL) is the core coherence rule in PFT.
Definition 1 (Phase Alignment Lock). A configuration on the AOL is PAL-coherent if, for every prime-indexed face \(S_p\), \[\begin{equation} \nabla\cdot F(\partial S_p) = 0, \end{equation}\] where \(\nabla\cdot\) is the discrete divergence operator on the lattice. PAL enforces exact flux neutrality on all prime-labelled faces.
PAL constraints apply to all sectors: curvature flux, pattern transport and interaction cascades. They enforce discrete conservation and remove many configurations that would produce divergences in a continuum description.
Event cascades and operators
Dynamics in PFT are implemented by event cascades: sequences of PAL-coherent branching events on the AOL. An initial pattern configuration \(\phi_0\) evolves through a series of local transformations to a set of descendants \(\{\phi_i\}\), represented as a rooted tree embedded in the lattice.
Operators such as transport \(\mathcal{T}\), curvature-weighted derivatives \(\mathcal{C}\), recursion operators \(\mathcal{R}\), cross-network couplings \(\mathcal{N}\) and global evolution operators \(\mathcal{G}\) act on PAL-stable configurations. The operator algebra is closed under commutators when restricted to PAL-coherent states.
For the purposes of this paper, the detailed definitions of these operators are not required; only the fact that they act on AOL configurations and that physical observables are expressed in terms of PAL-coherent fluxes and curvature assignments.
Zero-Geometry Determination
The goal of this section is to formalise what it means for PFT to be background-independent at the level of the AOL.
Physical observables
In PFT, physical observables are functions of PAL-coherent configurations. Examples include:
flux patterns through collections of prime-indexed faces,
integrated curvature over regions of the AOL,
cascade-derived amplitudes for transitions between pattern states,
infrared projections such as effective metrics and field configurations.
Two configurations that produce the same values for all observables are physically indistinguishable.
Zero-geometry configurations
Intuitively, a theory has zero-geometry determination if physical observables do not depend on how the underlying lattice is completed, only on relational structure encoded by PAL-coherent fluxes and curvature.
Definition 2 (Zero-geometry determination). A set of observables \(\mathcal{O}\) in PFT satisfies zero-geometry determination if, whenever two AOL completions \(\text{AOL}_1\) and \(\text{AOL}_2\) are related by a PAL-diffeomorphism (defined in Section 5), all observables agree: \[\begin{equation} O[\text{AOL}_1] = O[\text{AOL}_2] \quad \text{for all } O \in \mathcal{O}. \end{equation}\] A theory is zero-geometry determined if its full set of physical observables satisfies this condition.
Zero-geometry determination is the discrete analogue of diffeomorphism invariance. Instead of smooth coordinate transformations on a manifold, one considers PAL-preserving maps between AOL completions. Physical quantities must be invariant under these maps because completion choice is gauge redundancy, not physical structure.
AOL Completions and PAL-Diffeomorphisms
We now define what is meant by an AOL completion and by a PAL-diffeomorphism between completions.
Completions
The Allen Orbital Lattice can be specified at different levels of detail. A partial description may fix:
the prime index set used to label faces,
local adjacency relations,
generic constraints on curvature and phases.
A completion fills in all degrees of freedom consistent with these partial specifications and with PAL coherence.
Definition 3 (AOL completion). An AOL completion is a fully specified prime-indexed orbital-curvature lattice, including:
a set of sites, edges and faces with adjacency relations,
assignments of prime labels to faces \(S_p\),
curvature and phase assignments on edges and faces,
recursion and cascade structure,
such that PAL holds for all prime-indexed faces.
Different completions may correspond to different orderings of ghost layers, different embeddings of local configurations or different choices of recursion labelling, as long as they satisfy the same global PAL and structural constraints.
PAL-diffeomorphisms
A PAL-diffeomorphism is a map between completions that preserves PAL coherence and relational structure.
Definition 4 (PAL-diffeomorphism). Let \(\text{AOL}_1\) and \(\text{AOL}_2\) be two AOL completions. A PAL-diffeomorphism is a bijective map \[\begin{equation} \mathcal{D}: \text{AOL}_1 \to \text{AOL}_2 \end{equation}\] between their cells (sites, edges, faces, higher cells) such that:
Adjacency is preserved. If two cells are adjacent in \(\text{AOL}_1\), their images are adjacent in \(\text{AOL}_2\).
Prime labels are preserved up to relabelling within allowed symmetry classes. Faces with prime label \(p\) are mapped to faces with an allowed image under prime symmetries.
PAL-coherent configurations are mapped to PAL-coherent configurations. If a configuration is PAL-coherent on \(\text{AOL}_1\), its image under \(\mathcal{D}\) is PAL-coherent on \(\text{AOL}_2\).
Operator action is preserved. For each PFT operator \(O\), the pull-back satisfies \(\mathcal{D}^* O = O\) on PAL-coherent configurations.
PAL-diffeomorphisms generalise coordinate transformations to the discrete, prime-indexed lattice setting. They reorder ghost layers, relabel curvature configurations, and permute local structures while preserving all physical observables. They therefore play the role of discrete gauge transformations on the AOL.
Main Completion-Equivalence Theorem
We now state and prove the central result.
Theorem 1 (AOL completion equivalence). Let \(\text{AOL}_1\) and \(\text{AOL}_2\) be two admissible AOL completions that share the same prime index set, adjacency constraints and PAL rules. Then there exists a PAL-diffeomorphism \(\mathcal{D}: \text{AOL}_1 \to \text{AOL}_2\) such that: \[\begin{equation} \mathcal{D}^* O = O \end{equation}\] for all PFT operators \(O\) acting on PAL-coherent configurations, and consequently all physical observables are identical: \[\begin{equation} O[\text{AOL}_1] = O[\text{AOL}_2]. \end{equation}\]
Proof sketch. The argument proceeds in three steps.
Step 1: Local matching of prime-indexed faces. By assumption, \(\text{AOL}_1\) and \(\text{AOL}_2\) share the same prime index set and adjacency constraints. For each face \(S_p^{(1)}\) in \(\text{AOL}_1\) with prime label \(p\), there exists a corresponding face \(S_p^{(2)}\) or a face related by an allowed prime symmetry in \(\text{AOL}_2\). Construct a bijection between faces that respects these labels and adjacency.
Step 2: Extension to edges, sites and higher cells. Use the face correspondence to extend the map to edges by requiring that edges bounding matched faces are mapped correspondingly, preserving orientation and adjacency. Sites are then determined as endpoints of mapped edges. Higher-dimensional cells follow similarly. This yields a bijection between all cells that preserves adjacency and prime structure.
Step 3: Preservation of PAL coherence and operator action. Consider a PAL-coherent configuration on \(\text{AOL}_1\). PAL requires \(\nabla\cdot F(\partial S_p^{(1)}) = 0\) for all prime-indexed faces. Under the map constructed in Steps 1 and 2, each face \(S_p^{(1)}\) is mapped to a face \(S_p^{(2)}\) of the same type. Edge contributions are mapped in a way that preserves oriented sums around faces. Therefore, if PAL holds on \(\text{AOL}_1\), it holds on \(\text{AOL}_2\) for the image configuration.
The PFT operators \(O\) are defined in terms of local differences, curvature weights and phase increments on the lattice. Since the map preserves adjacency, prime structure and PAL coherence, it preserves the algebraic relations used to define these operators. It follows that \(\mathcal{D}^* O = O\) on PAL-coherent configurations.
Observables are constructed from operator actions on PAL-coherent states, so \(O[\text{AOL}_1] = O[\text{AOL}_2]\) for all physical \(O\). ◻
Remark 1. The theorem establishes that completion choice carries no physical degrees of freedom. All completions satisfying the same structural constraints and PAL rules are physically equivalent, and PAL-diffeomorphisms act as the corresponding discrete gauge transformations.
Lagrange-Hex Ghost Kernel
The previous section established completion equivalence in general form. In this section we identify a minimal invariant structure: the Lagrange-hex ghost kernel.
Lagrange-hex projection
The Lagrange-hex projection organises minimal displacement modes of the AOL into classes associated with distances \(\sqrt{n}\). The first six classes correspond to \(\sqrt{1},\sqrt{2},\sqrt{3},\sqrt{4},\sqrt{5},\sqrt{6}\). Each class defines a layer of permitted moves and interactions.
These layers are not arbitrary. They reflect the combinatorial structure of the lattice and the way curvature and phases accumulate under PAL.
Definition of the ghost kernel
Definition 5 (Lagrange-hex ghost kernel). The Lagrange-hex ghost kernel \(K\) is the set of displacement classes \[\begin{equation} K = \{\sqrt{n} \mid n = 1,\dots,6\} \end{equation}\] together with their adjacency and curvature profiles, regarded modulo PAL-diffeomorphisms.
The kernel encapsulates the minimal ghost-layer structure invariant under PAL-diffeomorphisms and therefore serves as the smallest completion-independent unit required to reproduce local PFT dynamics in the infrared limit.
Invariance under PAL-diffeomorphisms
Lemma 1 (Kernel invariance). Let \(\mathcal{D}: \text{AOL}_1 \to \text{AOL}_2\) be a PAL-diffeomorphism. Then \[\begin{equation} \mathcal{D}(K_1) = K_2, \end{equation}\] where \(K_i\) is the ghost kernel defined on \(\text{AOL}_i\).
Proof sketch. The Lagrange-hex construction is combinatorial: it depends only on adjacency, displacement counts and PAL-compatible curvature assignments. PAL-diffeomorphisms preserve adjacency and PAL coherence. Therefore, the set of displacement classes and their local curvature structures are preserved up to relabelling. The set of six primary layers is mapped to itself. Hence \(\mathcal{D}\) sends \(K_1\) to \(K_2\). ◻
The ghost kernel is thus an intrinsic feature of the PFT structure, independent of completion. It can be used as a canonical unit for comparing different embeddings and for defining effective field descriptions.
Consequences for GR, QFT and Unification
In this section we summarise how completion equivalence and zero-geometry determination address the background-independence issues discussed in Section 2.
Background independence in PFT
Theorem 1 and Definition 2 together imply that physical observables in PFT are invariant under PAL-diffeomorphisms. The lattice is not a fixed background with physical meaning; it is a representative of an equivalence class of completions.
Geometry in PFT is not encoded in the bare structure of the AOL, but in PAL-coherent curvature assignments and associated infrared projections. As a result, there is no preferred completion, and background independence is realised at the discrete level.
GR as PAL-induced metric sector
Previous work in PFT shows how Einstein-like equations emerge as infrared projections of PAL-constrained curvature dynamics. In that construction, the metric \(g_{\mu\nu}\) is defined as an effective phase-gradient of pattern fields, and the Einstein tensor arises from discrete curvature flux neutrality over the AOL.
Completion equivalence strengthens this picture. The induced metric depends only on PAL-coherent curvature data modulo PAL-diffeomorphisms and not on the completion itself. This is the discrete origin of diffeomorphism invariance in the GR sector of PFT.
QFT as PAL-constrained cascade sector
Similarly, previous work has shown that the Standard Model gauge structure and scattering amplitudes emerge from PAL-constrained cascades on the AOL. Gauge groups arise from local connectivity and PAL constraints; scattering amplitudes are sums over PAL-admissible cascade trees.
Completion equivalence ensures that these structures are independent of the chosen completion. Ghost-layer reordering and local relabellings act as gauge redundancies in the infrared field description. The QFT sector therefore does not depend on a particular lattice embedding, but only on completion-invariant PAL structure.
Unified gauge structure
Completion equivalence also unifies geometric and internal gauge freedoms. PAL-diffeomorphisms act on:
lattice completions (geometry sector),
ghost-layer orderings and internal labels (gauge sector).
Both aspects are handled by the same equivalence relation. Completion equivalence therefore provides a single discrete origin for both diffeomorphism invariance and gauge redundancy.
Comparison with Other Approaches
It is useful to place the PFT completion-equivalence structure alongside other attempts at background independence.
Continuum GR
General relativity implements background independence at the continuum level through diffeomorphism invariance. PFT implements a discrete analogue through PAL-diffeomorphisms. Both share the idea that coordinates or completions carry no direct physical meaning.
Lattice gauge theory
Standard lattice gauge theory uses a fixed lattice and does not attempt to identify an equivalence class of completions. Artefacts of the lattice can affect results until careful continuum limits are taken. PFT replaces this by an intrinsic equivalence class at the discrete level.
Loop quantum gravity and spin networks
Approaches based on spin networks and spin foams seek to quantise geometry in a background-independent way. However, the mapping from combinatorial graphs to continuum geometries is nontrivial and often ambiguous. PFT differs by embedding both geometry and matter into one prime-indexed lattice with PAL constraints, and by identifying a clear equivalence relation between completions.
String theory and related models
String theory typically begins with a chosen background and then studies excitations and moduli around it. While there are proposals for more background-independent formulations, the standard constructions rely on specific geometries. PFT, by contrast, constructs geometry from a single class of discrete substrates and enforces completion equivalence from the outset.
Discussion and Outlook
We have shown that the Allen Orbital Lattice is defined only up to completion equivalence: different admissible AOL completions satisfying the same structural constraints and PAL rules are related by PAL-diffeomorphisms that leave all physical observables invariant. The lattice is therefore a gauge structure, not a fixed physical background.
The key components are:
PAL coherence, which enforces flux neutrality and constrains admissible configurations,
AOL completions, which differ in ghost-layer orderings and local embeddings,
PAL-diffeomorphisms, which relate completions without changing relational structure,
the Lagrange-hex ghost kernel, which captures a minimal invariant unit of local structure.
As a result, PFT realises background independence at the discrete level. GR and QFT arise as infrared projections of one zero-geometry framework. Coordinate choice and gauge choice are both aspects of completion equivalence.
Future work includes:
explicit classification of PAL-diffeomorphism groups for given prime sets,
analysis of how completion equivalence constrains possible infrared geometries,
exploration of whether completion equivalence imposes observable restrictions on cosmological initial conditions or large-scale structure,
investigation of how completion equivalence interacts with renormalisation group flows in PFT.
The main structural point is that the discrete substrate of Pattern Field Theory does not reintroduce a background. Instead, it provides the combinatorial gauge structure within which background independence, diffeomorphism invariance, and gauge redundancy are realised as one completion-equivalence principle.
Appendix A — Glossary of Terms and Acronyms
Unified framework in which all structure and dynamics are described as patterns evolving on the Allen Orbital Lattice under Phase Alignment Lock constraints.
Prime-indexed orbital-curvature lattice carrying sites, edges, faces, curvature weights, phase data and recursion structure. It is the discrete substrate in PFT.
Coherence condition requiring exact flux neutrality on all prime-indexed faces of the AOL. PAL enforces global phase compatibility and removes non-conserving configurations.
Branch of PFT that analyses cascades and coherence collapse across coupled networks and domains.
A fully specified AOL configuration consistent with given structural constraints and PAL. Different completions may differ in ghost-layer orderings or local embeddings.
Bijective map between AOL completions that preserves adjacency, prime structure, PAL coherence and operator action on PAL-coherent configurations.
Property that physical observables are invariant under PAL-diffeomorphisms between completions. It is the discrete analogue of diffeomorphism invariance.
Representation of the AOL that organises minimal displacement modes into hexagonally structured layers labelled by distances \(\sqrt{n}\).
Structured pattern of allowed lattice moves at a fixed displacement scale \(\sqrt{n}\) in the Lagrange-hex projection.
Minimal set of displacement classes \(\{\sqrt{n} \mid n=1,\dots,6\}\) and their local curvature and adjacency profiles, regarded modulo PAL-diffeomorphisms.
Requirement that physical observables do not depend on a fixed background geometry or coordinate choice, but only on relational structure. Implemented in PFT by zero-geometry determination.
Classical field theory of spacetime curvature described by the Einstein equations. In PFT, GR arises as an infrared projection of PAL-constrained curvature dynamics.
Framework describing particles and interactions as excitations of fields on a spacetime background. In PFT, QFT arises as an infrared projection of PAL-constrained cascades on the AOL.
Appendix B — PFT Internal Bibliography
Allen, J.J.S., “Allen Orbital Lattice: Prime-Indexed Curvature and Field Structure,” PatternFieldTheory.com (2025).
Allen, J.J.S., “Phase Alignment Lock: Divergence Neutrality on Prime-Indexed Faces,” PatternFieldTheory.com (2025).
Allen, J.J.S., “Event Cascades on the Allen Orbital Lattice,” PatternFieldTheory.com (2025).
Allen, J.J.S., “Cross-Coherent Cascade Theory,” PatternFieldTheory.com (2025).
Allen, J.J.S., “The PFT Operator Algebra is Closed: Operator Closure Under Phase Alignment Lock,” PatternFieldTheory.com (2025).
Allen, J.J.S., “Einstein Equations as PAL Projection: Emergent GR on the Allen Orbital Lattice,” PatternFieldTheory.com (2025).
Allen, J.J.S., “Standard Model from Cascade Branching: Emergent QFT on the Allen Orbital Lattice,” PatternFieldTheory.com (2025).
Appendix C — Notes on PAL-Diffeomorphism Structure
This appendix collects brief mathematical remarks on the structure of PAL-diffeomorphisms.
C.1 Group-like properties
The set of PAL-diffeomorphisms between AOL completions satisfying fixed structural constraints has group-like properties:
Composition of two PAL-diffeomorphisms is again a PAL-diffeomorphism.
The identity map is a PAL-diffeomorphism.
Each PAL-diffeomorphism has an inverse that is also a PAL-diffeomorphism.
Thus PAL-diffeomorphisms form a group acting on the space of completions.
C.2 Orbits of completions
A completion orbit is the set of all completions reachable from a given completion by PAL-diffeomorphisms. The completion-equivalence theorem implies that all completions in an orbit are physically indistinguishable. The physically relevant configuration space is the quotient of the space of completions by the PAL-diffeomorphism group.
C.3 Relation to continuum diffeomorphisms
In the infrared limit, PAL-diffeomorphisms induce transformations on effective fields and metrics that match continuum diffeomorphisms. The discrete action on cells and curvature assignments becomes a smooth reparameterisation at large scales.
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