\documentclass[11pt]{article} \usepackage[margin=1in]{geometry} \usepackage{amsmath,amssymb,amsthm,mathtools,mathrsfs} \usepackage{hyperref} \usepackage{enumitem} \usepackage{microtype} \usepackage[T1]{fontenc} \usepackage{lmodern} \usepackage{booktabs} \usepackage{array} \usepackage{xcolor} \hypersetup{colorlinks=true,linkcolor=blue,citecolor=blue,urlcolor=blue,pdftitle={Finite Analytic Characters and Tannakian Source Reconstruction: A Finite Tensor-Quiver Framework for Beyond Endoscopy},pdfauthor={Shawn Schafer},pdfsubject={Finite analytic characters; Tannakian source reconstruction; finite tensor-quiver framework for Beyond Endoscopy},pdfkeywords={Beyond Endoscopy, automorphic representations, Langlands program, trace formulas, Tannakian categories, invariant theory, quiver representations, Hecke algebras, spectral localization}} \newtheorem{theorem}{Theorem}[section] \newtheorem{proposition}[theorem]{Proposition} \newtheorem{corollary}[theorem]{Corollary} \newtheorem{lemma}[theorem]{Lemma} \newtheorem{conjecture}[theorem]{Conjecture} \theoremstyle{remark} \newtheorem{remark}[theorem]{Remark} \newtheorem{definition}[theorem]{Definition} \newtheorem{principle}[theorem]{Principle} \newcommand{\Gdual}{G^{\vee}} \newcommand{\Hrho}{H_{\rho}} \newcommand{\Rep}{\operatorname{Rep}} \newcommand{\Aut}{\operatorname{Aut}} \newcommand{\Tr}{\operatorname{Tr}} \newcommand{\St}{\mathrm{Std}} \newcommand{\Ad}{\mathrm{Ad}^{0}} \newcommand{\SymTwo}{\mathrm{Sym}^{2}} \newcommand{\Sat}{\operatorname{Sat}} \newcommand{\GL}{\mathrm{GL}} \newcommand{\cusp}{\mathrm{cusp}} \newcommand{\Ch}{\mathrm{Ch}} \newcommand{\obs}{\mathrm{obs}} \setlength{\emergencystretch}{3em} \title{Finite Analytic Characters and Tannakian Source Reconstruction:\\ \large A Finite Tensor--Quiver Framework for Beyond Endoscopy} \author{Shawn Schafer} \date{October 2026} \begin{document} \maketitle \begin{abstract} This paper organizes finite tensor--quiver reconstruction for reductive source data. For a fixed reductive Zariski-closed subgroup $H$ of a reductive complex group $G$ and a faithful finite-dimensional representation, the standard mixed-tensor reconstruction theorem and Noetherianity imply that finitely many $H$-invariant tensors have common stabilizer $H$. Classical quiver invariant theory then implies that finitely many traces of oriented cycles separate closed orbits, including semisimple realizations. For $\GL_2/\mathbf Q$, we give a restricted application of Cheng's symmetric-square limiting distribution. After a finite-level cuspidal block has been specified and a target constituent selected by an interpolating Hecke test function built from that block's Hecke characters, ratios of trace-formula distributions recover the first two Satake power sums at auxiliary unramified places, provided Cheng's hypotheses hold and the full selected coefficient is nonzero. This is post-selection recovery, not a method for identifying the target constituent, and applies only to the nonzero-coefficient visible subset. \end{abstract} \noindent\textbf{Keywords:} Beyond Endoscopy; automorphic representations; Langlands program; trace formulas; Tannakian categories; invariant theory; algebraic groups; quiver representations; Hecke algebras; spectral localization.\par \noindent\textbf{2020 Mathematics Subject Classification:} Primary 11F70; Secondary 11F72, 20G05, 16G20, 18M25, 14L24.\par \clearpage \section{Introduction} Beyond Endoscopy seeks to extract functorial information from the automorphic spectrum using trace formulas and distinguished spectral contributions. This paper proposes a finite tensorial refinement: instead of constructing infinitely many functorial lifts or a universal matrix-valued object, one fixes a finite tensor presentation determining the algebraic source and seeks to realize finitely many scalar cycle traces analytically. Let $\rho:\Gamma_F\to G^{\vee}$ be a semisimple parameter and set $H_\rho=\overline{\rho(\Gamma_F)}^{\,\mathrm{Zar}}\subset G^{\vee}$. Recovery of a semisimple parameter from trace data is distinct from recovery of its algebraic envelope inside the dual group; the latter is tensorial. The algebraic steps use finite invariant-tensor certificates and quiver invariant theory. The analytic steps concern which spectral atom has been identified and whether finitely many analytic observables reproduce its tensor character. The algebraic ingredients are established results rather than new invariant-theory theorems: mixed-tensor reconstruction follows from Tannakian theory, with Noetherianity making the certificate finite, while the cycle-trace assertion follows from the Le Bruyn--Procesi theorem. The purpose here is to place these ingredients in one finite presentation and to separate the resulting algebraic reconstruction from the distinct analytic problem of identifying a spectral atom. The paper's specific automorphic calculation is limited. For $\GL_2/\mathbf Q$, the tensor-square identities translate the first two Satake power sums into local tensor characters. Using Cheng's residue-weighted distribution, an interpolating Hecke test function can then recover these power sums only after the target has been selected using its Hecke character on a finite-level block. The interpolator encodes that prior label; the calculation is not a label-free selector, and its nonzero-coefficient support need not be the full cuspidal spectrum. The universal analytic character conjecture is stated as a research program, not as a proved theorem. For context, Altu\u{g}'s work develops the $\GL_2$ Beyond Endoscopy method for the standard representation, including trace-formula and isolation analysis in the unramified setting~\cite{AltugI,AltugIII}. Cheng's ramified standard-representation analysis establishes a limit-form formula through cancellation estimates~\cite{ChengStandard}; his ramified simple-trace-formula treatment for the symmetric-square representation gives the residue-weighted distribution used here and relates it to detection of dihedral forms~\cite{Cheng}. Warade has independently developed a Jacquet--Zagier approach to the Beyond Endoscopy trace formula for symmetric powers of $\GL_2$~\cite{Warade}. Deng and Wu treat a different problem: deriving the symmetric-square $L$-function functional equation from level-one Petersson and Kuznetsov trace formulas~\cite{DengWu}. The present paper does not derive these trace formulas or prove a new functorial lift; its automorphic result is the finite-block, post-selection ratio identity obtained by inserting an interpolator into Cheng's symmetric-square formula. \section{Finite tensor reconstruction} Let $k$ be an algebraically closed field of characteristic zero, let $G$ be a reductive algebraic group over $k$, let $H\subseteq G$ be a reductive Zariski-closed subgroup, and let $V$ be a faithful finite-dimensional representation of $G$. Put \[ T(V)=\bigoplus_{a,b\ge 0}V^{\otimes a}\otimes (V^{\vee})^{\otimes b}, \] and for $n\ge0$ let $T^{\le n}(V)$ be the finite-dimensional sum over $a+b\le n$. \begin{theorem}[Finite tensor reconstruction] \label{thm:tensor} Define \[ H_n=\{g\in G: g\cdot x=x\text{ for every }x\in T^{\le n}(V)^H\}. \] Then there exists $N$ such that $H_N=H$. In particular, if $\tau_1,\dots,\tau_r$ is a basis of $T^{\le N}(V)^H$, then \[ H=\bigcap_{j=1}^{r}\operatorname{Stab}_G(\tau_j). \] \end{theorem} \begin{proof} Each $H_n$ is Zariski closed, being the common stabilizer of finitely many tensors, and $H\subseteq H_n$ for all $n$. The invariant-tensor reconstruction theorem for reductive subgroups in characteristic zero gives \[ H=\{g\in G:g\cdot x=x\text{ for every }x\in T(V)^H\}; \] this is the mixed-tensor form of algebraic Tannaka reconstruction~\cite{DeligneMilne}; compare also Schrijver's complex/unitary formulation~\cite{Schrijver}. By the definition of the $H_n$, it follows that \[ \bigcap_{n\ge0}H_n=H. \] Since $G$ is affine, its Zariski topology is Noetherian. Hence the descending chain \[ H_0\supseteq H_1\supseteq H_2\supseteq\cdots \] stabilizes. Its stable value is its intersection, hence is $H$. \end{proof} The theorem is pointwise in the fixed subgroup $H$; no uniform tensor-degree bound is asserted. The statement justifies the phrase \emph{finite tensor certificate}. It should not be confused with a finite rigid tensor category. Tensor closure normally produces infinitely many objects. The finite object is a finite presentation of the relevant tensor system whose stabilizer already equals $H$. \section{Polarized observables and Reynolds projectors} Assume now that the base field is $\mathbf C$ (or extend scalars to $\mathbf C$ for this discussion) and that $H$ is reductive. For a finite-dimensional $G$-representation $W$, averaging over a maximal compact subgroup $K_H$ gives the Reynolds projector \[ P_H^W=\int_{K_H}\rho_W(h)\,dh, \qquad (P_H^W)^2=P_H^W, \qquad \operatorname{im}P_H^W=W^H. \] Its matrix coefficients are scalar observables. For bases $u_1,\dots,u_d$ and dual bases $v_1^{\vee},\dots,v_d^{\vee}$, the quantities \[ v_i^{\vee}P_H^W u_j \] determine $P_H^W$. Reynolds projectors are useful motivation for polarized analytic observables, but they do not by themselves recover every intertwiner. Indeed, if $f:W\to W'$ is $H$-equivariant then \[ fP_H^W=P_H^{W'}f, \] but the converse can fail for an arbitrary linear map. The correct tensorial identity is \[ \operatorname{Hom}_H(W,W')\cong (W^{\vee}\otimes W')^H. \] Thus the tensor category is recovered from invariant tensors in mixed tensor powers, while polarized traces explain how finite-dimensional operator data can be accessed through scalar observables. \section{Why scalar moments fail} For a finite subgroup $H$ and a representation $V$, consider the scalar moments \[ M_k(H)=\dim (V^{\otimes k})^H. \] Even the complete sequence $(M_k)_{k\ge0}$ need not distinguish source subgroups. \begin{proposition}[$S_4$ obstruction] Let $G=S_4$, let $V$ be its standard three-dimensional representation, and let $H_1=C_4$, $H_2=V_4$. Then \[ M_k(H_1)=M_k(H_2)=\frac{3^k+3(-1)^k}{4} \] for all $k\ge0$, while \[ \dim(\wedge^3V)^{C_4}=0, \qquad \dim(\wedge^3V)^{V_4}=1. \] \end{proposition} \begin{proof} The standard character takes the value $3$ at the identity and $-1$ at the three nonidentity elements of both subgroups, giving the displayed moment formula. On the other hand $\wedge^3V\simeq\mathrm{sgn}$, and $C_4$ contains odd permutations whereas $V_4$ consists of even permutations. \end{proof} \begin{principle}[Channel principle] Scalar invariant dimensions are an incomplete decategorification of tensor information. Source detection must retain enough tensor channels to distinguish invariant morphisms that scalar moments identify. \end{principle} The obstruction is deliberately modest. It does not say that no scalar family can ever distinguish a particular pair of sources. It shows only that one natural infinite scalarization, namely all tensor-power invariant dimensions in one faithful representation, can be fundamentally incomplete. \section{Finite tensor presentations and quivers} Fix a finite tensor presentation consisting of finitely many tensor objects $W_1,\dots,W_m$ and finitely many distinguished structural morphisms, together with relations encoding composition, duality, evaluation, coevaluation, contractions, permutation maps, and selected tensor decompositions. Choose bases $W_i\simeq k^{d_i}$. The presentation can be encoded by a finite quiver with relations \[ Q=(Q_0,Q_1,R), \] where path-algebra relations are used whenever the presentation is a representation of an associative algebra. More general tensor-compatibility constraints may also be imposed as polynomial equations; in that case, let $X$ denote the resulting closed $G_d$-stable realization space. A realization is a tuple of matrices \[ A_a\in\operatorname{Mat}_{d_{t(a)}\times d_{s(a)}}(k) \] subject to the corresponding polynomial equations, including the equations from $R$ and any additional tensor-compatibility constraints. The base-change group \[ G_d=\prod_{i\in Q_0}\GL(d_i) \] action is \[ A_a\longmapsto g_{t(a)}A_ag_{s(a)}^{-1}. \] For an oriented cycle $c=a_\ell\cdots a_1$, put \[ A(c)=A_{a_\ell}\cdots A_{a_1}, \qquad \tau_c(A)=\Tr(A(c)). \] For source reconstruction, the presentation must be \emph{anchored}: one vertex represents the chosen faithful representation $V$, a unit vertex represents the tensor unit, and the finite invariant tensors from Theorem~\ref{thm:tensor} are included as distinguished arrows from the unit into the corresponding mixed-tensor vertices. The chosen evaluation, coevaluation, permutation, contraction, and tensor-structure maps, together with their relations, must force changes of basis at mixed-tensor vertices to be induced by the change of basis at $V$. The common stabilizer at the anchored faithful vertex is then the finite tensor-certificate stabilizer $H$. An arbitrary unanchored quiver isomorphism, by itself, does not identify an embedded subgroup of $G$. \section{Finite quiver reconstruction} \begin{theorem}[Finite quiver character reconstruction] Let $Q$ be a finite quiver with dimension vector $d$, and let $X\subseteq\operatorname{Rep}(Q,d)$ be any closed $G_d$-stable subvariety defined by polynomial relations. Then $k[X]^{G_d}$ is generated by restrictions of traces of oriented cycles. Consequently, there are finitely many cycles $c_1,\dots,c_M$ whose traces separate closed $G_d$-orbits in $X$. In particular, if $A_1,A_2\in X$ have closed $G_d$-orbits and \[ \tau_{c_j}(A_1)=\tau_{c_j}(A_2) \qquad(1\le j\le M), \] then $A_1$ and $A_2$ are isomorphic as quiver representations. When $X=\operatorname{Rep}(A,d)$ for a quotient $A=kQ/I$ by path-algebra relations, closed orbits are precisely semisimple $A$-modules; in that case, the statement applies in particular to semisimple modules. \end{theorem} \begin{proof} The Le Bruyn--Procesi theorem states that the invariant ring of the unconstrained quiver representation variety is generated by traces of oriented cycles~\cite{LeBruynProcesi}. Passing to the closed subvariety $X$ amounts to quotienting the coordinate ring by a $G_d$-stable ideal. Since $G_d$ is reductive in characteristic zero, taking invariants is exact on rational representations, so the restricted cycle traces generate $k[X]^{G_d}$. Finite generation gives a finite subfamily of these trace functions that generates the invariant algebra and hence separates closed orbits in the affine quotient. If two points have closed orbits with the same invariant values, those orbits coincide, so the points are isomorphic as quiver representations. For representation varieties of associative algebras, the standard closed-orbit criterion identifies closed orbits with semisimple modules. \end{proof} The algebraic compression is therefore \[ \begin{gathered} \text{finite tensor presentation} \longrightarrow \text{finite quiver with relations}\\ \longrightarrow \text{finite cycle character} \longrightarrow \text{semisimple realization}. \end{gathered} \] No infinite tensor tower is needed once a finite tensor certificate has been fixed. \section{Finite spectral localization versus finite-packet interpolation} \label{sec:localization} The phrase ``finite Hecke localization'' admits two logically different uses. For a prescribed finite packet, one may separate the packet by Hecke characters. For a genuine spectral projector in a trace formula, the entire spectral support of that trace formula must already be known to be finite, or an independent global projector must be available. We distinguish the two. \begin{proposition}[Finite-packet Hecke interpolation] Let $\Pi=\{\pi_1,\dots,\pi_m\}$ be a finite set of automorphic representations and suppose that the associated characters of a commutative Hecke algebra are pairwise distinct. In the semisimple quotient of the finite-dimensional Hecke image, there are pairwise orthogonal idempotents $e_{\pi_i}$ satisfying \[ \lambda_{\pi_j}(e_{\pi_i})=\delta_{ij}. \] \end{proposition} \begin{proof} The distinct characters give distinct maximal ideals in the finite-dimensional commutative algebra. After semisimplification, the Chinese remainder theorem identifies the algebra with a product of copies of $\mathbf C$, and the coordinate idempotents give the claim. \end{proof} This proposition by itself does not annihilate representations outside $\Pi$. We therefore use the terminology \emph{finite-packet Hecke interpolation} when only a prescribed finite set is involved, \emph{finite spectral localization} when complete spectral support has been proved finite, and \emph{global Hecke projector} only when vanishing on the complete global spectral support has been established. \section{The finite analytic realization} Let $Q$ be a finite tensor presentation. For each vertex $i\in Q_0$, suppose a genuine spectral localization supplies a projector $e_{\pi,i}$ on its channel space. For each arrow $a\in Q_1$, suppose an analytic construction supplies a transfer, Hankel, Hecke, or structural operator $T_a$ from the channel space at $s(a)$ to that at $t(a)$ (with transfer/Hankel examples provided by Sakellaridis~\cite{SakI,SakII}). Define the localized arrow by \[ A_{\mathrm{an},\pi,a}=e_{\pi,t(a)}T_a e_{\pi,s(a)}. \] For the finite quiver formalism to apply, one must additionally specify finite-dimensional channel spaces (or finite-dimensional quotients) on which these localized operators are represented by matrices of the prescribed dimensions. For a closed cycle $c=a_\ell\cdots a_1$, set \[ A_{\mathrm{an},\pi}(c)=A_{\mathrm{an},\pi,a_\ell}\cdots A_{\mathrm{an},\pi,a_1}, \qquad t_{\mathrm{an},\pi}(c)=\Tr(A_{\mathrm{an},\pi}(c)). \] When such finite-dimensional channel spaces are supplied and the prescribed quiver relations hold, the cycle traces give a finite analytic realization of the tensor presentation. A trace-formula identity or spectral localization alone does not establish this finite-dimensional factorization; it is part of the analytic input required by Theorem~\ref{thm:analytic-character} and Conjecture~\ref{conj:analytic-character}. No claim is made that the underlying trace-formula spaces form a neutral Tannakian category. The Tannakian language is used only for the algebraic endpoint, where the standard formalism applies~\cite{DeligneMilne}. The analytic object is an auxiliary finite-dimensional realization whose existence must be verified in the chosen analytic setting. \section{Observable tensor symmetry} \label{sec:observable-tensor-category} \begin{definition}[Observable tensor category] Let $\mathcal C_{\mathrm{obs}}$ be the \emph{full rigid symmetric tensor subcategory} of $\Rep(G^{\vee})$ generated by the representations accessible to the analytic probe. Thus all $G^{\vee}$-equivariant tensor morphisms among the generated objects are retained; the finite presentation used below is only a finite certificate for this full tensor structure. Let \[ \omega_{\mathrm{obs}}:\mathcal C_{\mathrm{obs}}\to\mathrm{Vect}_{\mathbf C} \] be the restricted forgetful fiber functor. \end{definition} \begin{definition}[Observable kernel] Define \[ K_{\mathrm{obs}}=\ker\!\left(G^{\vee}\to\Aut^{\otimes}(\omega_{\mathrm{obs}})\right). \] If $W_1,\dots,W_r$ generate the accessible representation system, then \[ K_{\mathrm{obs}}=\bigcap_{i=1}^{r}\ker\left(G^{\vee}\to\GL(W_i)\right). \] For this full rigid tensor subcategory, the observable group is the image of $G^{\vee}$ in $\Aut^{\otimes}(\omega_{\mathrm{obs}})$, equivalently $G^{\vee}/K_{\mathrm{obs}}$. \end{definition} For any algebraic subgroup $H\subseteq G^{\vee}$, write \[ K_{\mathrm{obs}}(H):=H\cap K_{\mathrm{obs}}, \] so the image of $H$ in the ambient observable group is $H/K_{\mathrm{obs}}(H)$. For source-specific Tannakian reconstruction, distinguish $\mathcal C_{\mathrm{obs}}$ from the full rigid symmetric tensor subcategory $\mathcal C_{\mathrm{obs},H}\subseteq\Rep(H)$ generated by the restricted representations $W_i|_H$. Thus all $H$-equivariant morphisms among these generated objects are retained; the finite anchored presentation is a certificate for this full tensor structure. Let $\omega_{\mathrm{obs},H}$ be its restricted forgetful fiber functor. Its Tannaka group is the image of $H$, namely \[ \Aut^{\otimes}(\omega_{\mathrm{obs},H})\simeq H/K_{\mathrm{obs}}(H). \] This source-specific group is not generally the same as $\Aut^{\otimes}(\omega_{\mathrm{obs}})\simeq G^{\vee}/K_{\mathrm{obs}}$: the latter retains only $G^{\vee}$-equivariant morphisms, whereas $\mathcal C_{\mathrm{obs},H}$ retains the full $H$-equivariant tensor structure needed to recover the source envelope. If one of the accessible representations is faithful on the envelope $H_\rho$, then $K_{\mathrm{obs}}(H_\rho)=1$. A nontrivial kernel occurs when the accessible tensor system factors through a quotient, for example an adjoint or projective quotient. The quotient therefore belongs to the envelope actually being reconstructed and should not automatically be imposed on the ambient dual group. \section{Finite analytic-character reconstruction} \begin{theorem}[Finite analytic-character reconstruction] \label{thm:analytic-character} Let $\rho:\Gamma_F\to G^{\vee}$ be semisimple, put $H_\rho=\overline{\rho(\Gamma_F)}^{\mathrm{Zar}}$, and choose a finite tensor presentation of the tensor system generated by $H_\rho$. Encode it by a finite quiver with relations $Q_\rho$, and let $A_\rho$ be the arithmetic realization. Let $X$ be the relevant closed $G_d$-stable realization space from Section~6. Suppose a localized analytic construction produces a point $A_{\mathrm{an},\pi}\in X$ and the arithmetic construction gives $A_\rho\in X$, and assume that both points have closed $G_d$-orbits in $X$ (as holds for semisimple modules in the path-algebra quotient setting). Let $c_1,\dots,c_M$ be finite cycle coordinates separating closed orbits in $X$, and assume \[ \Tr(A_{\mathrm{an},\pi}(c_j))=\Tr(A_\rho(c_j)) \qquad(1\le j\le M). \] Then $A_{\mathrm{an},\pi}\simeq A_\rho$ as quiver realizations with closed orbits in $X$. Their stabilizers are conjugate in the quiver base-change group. Identifying this stabilizer as a specified embedded subgroup of $G^{\vee}$ requires the isomorphism to be compatible with the anchored ambient tensor generators and structural maps described in Section~5, not merely an arbitrary quiver-representation isomorphism. If, in addition, the comparison is induced by a tensor equivalence from the source-specific category $\mathcal C_{\mathrm{obs},H_\rho}$ to the analytic category, carrying $\omega_{\mathrm{obs},H_\rho}$ to the analytic forgetful fiber functor, then the analytic Tannakian automorphism group is abstractly isomorphic to $H_\rho/K_{\mathrm{obs}}(H_\rho)$. Equality of the finite cycle traces alone does not construct this tensor equivalence. \end{theorem} \begin{proof} Equality of the finitely many separating cycle traces gives equality in the affine invariant quotient. By the explicit hypothesis, both orbits are closed, so they lie in the same closed orbit and the realizations are isomorphic. Isomorphic quiver realizations have conjugate stabilizers under the corresponding base change. The identification with the prescribed ambient subgroup of $G^{\vee}$ additionally requires compatibility with the anchored tensor generators and structural maps. If the source-specific categories are tensor-equivalent and the equivalence transports the fiber functor as specified in the theorem, the Tannakian groups are isomorphic; the arithmetic one is the image of $H_\rho$ on the retained system, namely $H_\rho/K_{\mathrm{obs}}(H_\rho)$. \end{proof} \begin{remark} The theorem is unconditional as an algebraic reconstruction statement once the specified closed realization space, closed-orbit hypotheses, and cycle equalities are given. Its automorphic content is conditional on the existence of the semisimple analytic realization and the finite cycle-character equalities. The Tannakian group identification additionally uses the fullness and compatible fiber-functor hypotheses above. \end{remark} \noindent\textbf{Parameter versus envelope.} For $\GL_n$ in characteristic zero, traces determine a semisimple representation up to isomorphism by Brauer--Nesbitt. Recovering the algebraic envelope inside a general dual group is different: it requires the mixed-tensor character, not only a pseudocharacter of the parameter. \section{The \texorpdfstring{$\GL_2$}{GL2} tensor laboratory} Let \[ G^{\vee}=\GL_2(\mathbf C),\qquad S=\mathrm{Std}. \] The basic decompositions are \[ S\otimes S\simeq\SymTwo S\oplus\det, \qquad S\otimes S^{\vee}\simeq \mathbf 1\oplus\Ad S. \] Let $\tau$ be the transposition on $S\otimes S$, $\tau(v\otimes w)=w\otimes v$. For any $A\in\GL_2(\mathbf C)$, \[ \Tr(A\otimes A)=\Tr(A)^2, \qquad \Tr(\tau(A\otimes A))=\Tr(A^2). \] Therefore \[ \Tr(\SymTwo A)=\frac{\Tr(A)^2+\Tr(A^2)}{2}, \qquad \det(A)=\frac{\Tr(A)^2-\Tr(A^2)}{2}. \] Writing $t=\Tr(A)$ and $d=\det(A)$, Cayley--Hamilton gives \[ \Tr(A^2)=t^2-2d, \qquad \Tr(\SymTwo A)=t^2-d. \] The adjoint character is \[ \chi_{\Ad}(A)=\Tr(A)\Tr(A^{-1})-1 =\frac{\Tr(A)^2}{\det(A)}-1. \] Moreover \[ \Ad(\rho)\simeq\SymTwo(\rho)\otimes\det(\rho)^{-1}, \] so the adjoint channel is insensitive to a central twist. For irreducible two-dimensional parameters, isomorphism of the projectivizations implies twist-equivalence by a character: after conjugation, write $\rho_1\simeq\rho_2\otimes\chi$. If their determinants agree, then equality of determinants forces $\chi^2=1$. Thus the adjoint channel detects the projective parameter up to twist, while determinant data constrain the residual central ambiguity. A convenient finite $\GL_2$ tensor spine is \[ \mathrm{Std},\quad \det,\quad \mathrm{Std}^{\vee},\quad \SymTwo\mathrm{Std},\quad \Ad(\mathrm{Std}), \] with the displayed decompositions and the associated evaluation, coevaluation, permutation, and projection maps. \subsection{The local state and its projective coordinate} At a selected maximal-level unramified place $v$, write the semisimple Satake parameter as $A_v$ and set \[ p_{1,v}=\operatorname{Tr}(A_v),\qquad p_{2,v}=\operatorname{Tr}(A_v^2),\qquad d_v=\det(A_v)=\frac{p_{1,v}^2-p_{2,v}}{2}. \] Because $A_v\in\GL_2(\mathbf C)$, $d_v\ne0$. Thus the two channels determine its characteristic polynomial \[ X^2-p_{1,v}X+d_v \] and its semisimple conjugacy class. If $c_{m,v}=\operatorname{Tr}(\operatorname{Sym}^m A_v)$, the Clebsch--Gordan recurrence gives \[ c_{0,v}=1,\qquad c_{1,v}=p_{1,v},\qquad c_{m+1,v}=p_{1,v}c_{m,v}-d_vc_{m-1,v}, \] so \[ \sum_{m\ge0}c_{m,v}u^m=\frac{1}{1-p_{1,v}u+d_vu^2}. \] Equivalently, in the spherical Hecke algebra with $\operatorname{Sat}(T_v)=x_1+x_2$ and $\operatorname{Sat}(Z_v)=x_1x_2$, the elements \[ H_{0,v}=1,\quad H_{1,v}=T_v,\quad H_{m+1,v}=T_vH_{m,v}-Z_vH_{m-1,v} \] satisfy $\operatorname{Sat}(H_{m,v})=\operatorname{Tr}(\operatorname{Sym}^m A_v)$. This is a same-place algebraic recurrence. It does not assert the existence of a global automorphic symmetric-power lift. On the finite visible support, each fixed $H_{m,v}$ can be evaluated by the Hecke-insertion formula whenever the hypotheses and nonzero denominator of Section~\ref{sec:visible} hold. The projective adjoint coordinate is \[ y_v=\chi_{\Ad}(A_v)=\frac{p_{1,v}^2}{d_v}-1 =\frac{p_{1,v}^2+p_{2,v}}{p_{1,v}^2-p_{2,v}}. \] It is invariant under scalar twists of $A_v$. The irreducible algebraic representations of $\mathrm{PGL}_2(\mathbf C)$ are \[ W_r=\operatorname{Sym}^{2r}(\mathrm{Std})\otimes\det^{-r}, \qquad r\ge0, \] and their characters are polynomials in $y_v$: if $P_r(y)=\chi_{W_r}(y)$, then \[ P_0(y)=1,\quad P_1(y)=y,\quad P_{r+1}(y)=(y-1)P_r(y)-P_{r-1}(y). \] Consequently the local state $(p_{1,v},p_{2,v})$ determines every algebraic projective character at that place. There is an important limit to this conclusion. The value $y_v$ is generally complex for an arbitrary Satake parameter; it need not lie in $[-1,3]$. A positive trace measure of the kind used in compact projective source geometry requires a separately specified compact subgroup $K\subset\mathrm{PGL}_2(\mathbf C)$, or a global projective parameter whose image has relatively compact closure. After conjugation such a compact group lies in $\operatorname{PU}(2)\simeq\operatorname{SO}(3)$, where the adjoint trace lies in $[-1,3]$. A finite projective image is one sufficient case. The compact topological closure of a projective image and the Zariski envelope $H_\rho$ used in this paper are different constructions and should not be identified without an additional hypothesis. Thus the result here supplies the local algebraic coordinates for source geometry, but does not by itself construct a global source measure or prove compactness of the projective image. \section{Finite-level visible-spectrum realization} \label{sec:visible} We now give the main analytic statement. Fixing finite level and a discrete-series archimedean type gives a finite set of global cuspidal constituents. In this $\GL_2$ setting the required archimedean isolation is established below by choosing a very-cuspidal pseudo-coefficient and using the generic unitary dual of $\GL_2(\mathbf R)$. This removes the separate global-support isolation hypothesis for the stated discrete-series setting; it does not provide an analogous result for arbitrary real reductive groups or arbitrary archimedean targets. Let \[ G=\GL_2/\mathbf Q,\qquad S=\{\infty,q_1,\dots,q_r\}, \] with $2\in S$ and with the two distinguished places required by Cheng's Assumption~1.1. Enlarge $S$, if necessary, to include every finite place at which $K_f$ is non-maximal; further unrestricted auxiliary finite places may be added without changing the distinguished roles. The cuspidal spectral expansion is taken on the norm-one quotient $G(\mathbf Q)\backslash G(\mathbf A)^1$ used in Cheng's formula, where $G(\mathbf A)^1$ is the kernel of the adelic modulus character. We label its constituents by the corresponding global cuspidal automorphic representations of $G(\mathbf A)$. The term discrete series for $G(\mathbf R)=\GL_2(\mathbf R)$ is understood in the usual sense of square-integrability modulo center. Fix a compact-open subgroup \[ K_f=\prod_p K_p\subset G(\mathbf A_f) \] and an irreducible discrete-series representation $\pi_\infty^0$ of $G(\mathbf R)$. Define the finite-level block of global isomorphism classes \[ \Sigma(K_f,\pi_\infty^0) =\{\sigma\text{ cuspidal automorphic representation}:\sigma_f^{K_f}\neq0,\ \sigma_\infty\simeq\pi_\infty^0\}. \] For the stated $\GL_2/\mathbf Q$ setting, the block is finite by fixed-level, fixed-weight finiteness for cuspidal automorphic forms. To see the reduction, choose a congruence subgroup $K(N)$ contained in $K_f$. The fixed discrete-series type determines the weight and parity, while the central characters compatible with $K_f$ form a finite set because their conductors are bounded by the fixed level. Every member of the block therefore contributes to one of finitely many finite-dimensional classical cusp-form spaces of the prescribed weight, level, and central character~\cite{DiamondShurman}. Hence only finitely many global isomorphism classes occur. We do not use Shin--Templier's field-of-rationality finiteness theorem to justify this assertion: their result includes a bounded-field-of-rationality hypothesis, which is a distinct statement~\cite{ShinTemplier}. This is a finiteness statement about isomorphism classes, not an identification of a global automorphic representation with a finite-dimensional vector space. \subsection{Archimedean isolation} Let $Z_+=\{xI_2:x>0\}$ denote the positive real scalar center, as in Cheng's test-function space. Since the spectral expansion is on $G(\mathbf A)^1$, a global automorphic constituent is unchanged by twisting an extension to $G(\mathbf A)$ by $|\det|_{\mathbf A}^{is}$. We use this freedom to normalize every archimedean representative so that its central character is trivial on $Z_+$. Indeed, if a unitary central character has the form $\omega_\infty(x)=\operatorname{sgn}(x)^\epsilon|x|^{it}$, replacing $\pi_\infty$ by $\pi_\infty\otimes|\det|^{-it/2}$ changes its central character on $xI_2$ to $\operatorname{sgn}(x)^\epsilon$. This makes the local representation and test function well-defined on $Z_+\backslash G(\mathbf R)$ without changing the constituent on $G(\mathbf A)^1$. We make this normalization consistently throughout the finite-level block and the Hecke-character comparisons. \begin{definition}[Archimedean trace isolation] A Cheng-admissible $f_\infty$ trace-isolates $\pi_\infty^0$ on the relevant cuspidal spectrum if \[ \Tr\pi_\infty^0(f_\infty)=1 \] and \[ \Tr\sigma_\infty(f_\infty)=0 \] for every cuspidal automorphic representation $\sigma$ occurring in Cheng's spectral expansion with $\sigma_\infty\not\simeq\pi_\infty^0$. \end{definition} \begin{proposition}[Archimedean trace isolation for $\GL_2$] \label{prop:archimedean-isolation} Let $G=\GL_2/\mathbf Q$ and let $\pi_\infty^0$ be an irreducible discrete-series representation in the central-character normalization compatible with Cheng's quotient. There exists a function $f_\infty$ in the required central-character test-function space on $Z_+\backslash G(\mathbf R)$ that is admissible at infinity for Cheng and trace-isolates $\pi_\infty^0$ on the global cuspidal spectrum. \end{proposition} \begin{proof} The discrete-series pseudo-coefficient theorem, together with Labesse's very-cuspidal refinement, gives a compactly supported-modulo-center pseudo-coefficient whose trace is $1$ on $\pi_\infty^0$, $0$ on every inequivalent irreducible tempered representation, and whose two-sided unipotent integrals vanish~\cite{ClozelDelormePseudo,LabesseVeryCuspidal}. The normalization above makes the function descend to $Z_+\backslash G(\mathbf R)$. If needed, project to the required central-parity block for $Z(\mathbf R)/Z_+\simeq\{\pm I\}$ by averaging over the two central classes; this preserves compact support modulo center, the trace identity on the target, and very-cuspidality. Thus we may choose $f_\infty$ with \[ \Tr\pi_\infty^0(f_\infty)=1,\qquad \Tr\tau(f_\infty)=0 \] for every other irreducible tempered representation $\tau$ in the same central-character block, and with \[ \int_{\mathbf R} f_\infty(g n(x)h)\,dx=0 \qquad(g,h\in G(\mathbf R)),\quad n(x)=\begin{pmatrix}1&x\\0&1\end{pmatrix}. \] This is precisely Cheng's supercuspidality condition at $\infty$. The pseudo-coefficient is compactly supported modulo the center, which is stronger than the required compact-support condition on its orbital integrals modulo $Z_+$. Now let $\sigma$ be a cuspidal automorphic representation contributing to Cheng's spectral expansion. Such a $\sigma$ is unitary and globally generic~\cite{JS81I,JS81II}; hence its local component $\sigma_\infty$ is generic. If $\sigma_\infty$ is tempered, the pseudo-coefficient identity gives the required trace $1$ for the target and $0$ for every other tempered type. If $\sigma_\infty$ is non-tempered, the classification of the unitary generic dual of $\GL_2(\mathbf R)$~\cite{VoganRealGroups} identifies it with an irreducible complementary-series principal series induced from the proper Borel subgroup. The very-cuspidal property implies that the trace on such a parabolically induced representation is zero. At reducibility parameters, non-tempered one-dimensional constituents are nongeneric and therefore cannot occur as local components of cuspidal automorphic representations; generic constituents at those parameters are tempered and are already covered by the pseudo-coefficient identity. Consequently \[ \Tr\sigma_\infty(f_\infty)=\begin{cases}1,&\sigma_\infty\simeq\pi_\infty^0,\\0,&\sigma_\infty\not\simeq\pi_\infty^0.\end{cases} \] This proves the claimed trace isolation and Cheng-admissibility. \end{proof} \begin{remark} The proposition proves the archimedean isolation needed in this paper's stated $\GL_2/\mathbf Q$ setting, for a discrete-series-modulo-center target and after the explicit normalization of the local extension. It uses the very-cuspidal pseudo-coefficient theorem and local genericity of cuspidal $\GL_2$ representations. It does not prove an isolation theorem for arbitrary real reductive groups, arbitrary archimedean types, or non-generic automorphic spectra. \end{remark} \subsection{Finite-level compatibility} Choose the fixed finite local test functions in Cheng's construction to be bi-$K_{f,v}$-invariant. At almost every finite place put \[ K_p=G(\mathbf Z_p). \] At a distinguished finite place $q_1$ where Cheng requires a supercuspidal or elliptic-supported test function, do not impose maximal spherical level unless that is independently compatible with the chosen function. Instead choose $K_{q_1}$ small enough that the fixed local test function is bi-$K_{q_1}$-invariant. Since compactly supported locally constant functions are bi-invariant under some compact-open subgroup, this causes no formal obstruction. Outside $S$, Cheng's $n$-dependent local functions are spherical~\cite{Cheng}. Hence they are bi-invariant under $G(\mathbf Z_p)$ and their variation with $n$ changes Hecke eigenvalues without enlarging the fixed-level spectral space. \begin{proposition}[Complete spectral support] Under the preceding finite-level compatibility hypotheses, with $f_\infty$ chosen as in Proposition~\ref{prop:archimedean-isolation}, every cuspidal representation contributing nontrivially to Cheng's spectral expansion belongs to $\Sigma(K_f,\pi_\infty^0)$. In particular, the complete cuspidal spectral support of the chosen Cheng distribution is finite. \end{proposition} \begin{proof} Suppose $\sigma$ contributes nontrivially. Proposition~\ref{prop:archimedean-isolation} gives $\sigma_\infty\simeq\pi_\infty^0$. At a finite place $w$ where $f_w$ is bi-$K_{f,w}$-invariant, writing $e_{K_{f,w}}$ for the normalized characteristic function of $K_{f,w}$ gives \[ \sigma_w(f_w)=\sigma_w(e_{K_{f,w}})\sigma_w(f_w)\sigma_w(e_{K_{f,w}}). \] Because a nonzero local trace implies that the operator $\sigma_w(f_w)$ is nonzero, the displayed factorization forces $\sigma_w^{K_{f,w}}\neq0$. At every place outside $S$, Cheng's varying function is spherical, so $K_{f,w}=G(\mathbf Z_w)$ is compatible. Hence $\sigma_f^{K_f}\neq0$ and $\sigma\in\Sigma(K_f,\pi_\infty^0)$. \end{proof} \subsection{Hecke separation on the finite-level block} Let $\Sigma=\Sigma(K_f,\pi_\infty^0)$ be the finite-level block defined above. It contains the complete cuspidal support of the chosen distribution, but may be strictly larger than that support because some members of the block can have zero coefficient for the chosen test data. For every pair $\sigma_i\neq\sigma_j$, strong multiplicity one supplies a finite place~\cite{JS81I,JS81II} where their unramified local Hecke characters differ. Since $\Sigma$ is finite, the union of the pairwise separating places is finite. Because $K_f$ is maximal at almost every place, these separating places may be chosen among maximal-level unramified places: otherwise two representations would agree at all but finitely many places and hence be globally isomorphic. Choose maximal-level spherical Hecke elements $t_1,\dots,t_s$ at those places such that \[ \Phi(\sigma)=\bigl(\lambda_\sigma(t_1),\dots,\lambda_\sigma(t_s)\bigr) \] is injective on $\Sigma$. Multivariable interpolation gives, for each $\pi\in\Sigma$, a polynomial $P_\pi$ with \[ P_\pi(\Phi(\pi))=1, \qquad P_\pi(\Phi(\sigma))=0\quad(\sigma\neq\pi). \] Set \[ e_\pi=P_\pi(t_1,\dots,t_s). \] This is a finite linear combination of genuine compactly supported spherical Hecke test functions, so it remains admissible in Cheng's framework by linearity. \begin{definition}[Finite visible Hecke quotient] Let $\mathcal H^{\mathrm{sph}}_\Sigma$ denote the commutative spherical Hecke algebra generated by the maximal-level unramified local factors used in the interpolation on this finite-level block, and let \[ \mathcal H_\Sigma=\mathcal H^{\mathrm{sph}}_\Sigma/\operatorname{Ann}(\Sigma) \] be its quotient by the annihilator of the finite-level block. The joint Hecke-character map identifies \[ \mathcal H_\Sigma\simeq\prod_{\sigma\in\Sigma}\mathbf C, \] provided the chosen finite Hecke coordinates separate the elements of the finite-level block $\Sigma$. This quotient acts on the entire block, even when the support of a particular trace-formula distribution is a proper subset. \end{definition} \begin{proposition}[Primitive idempotents on the finite Hecke quotient] For every $\pi\in\Sigma$ there is an admissible finite Hecke test function $e_\pi$ whose image in $\mathcal H_\Sigma$ is the primitive idempotent corresponding to the factor indexed by $\pi$. Equivalently, \[ \lambda_\sigma(e_\pi)=\delta_{\sigma,\pi}\qquad(\sigma\in\Sigma). \] No assertion is made that $e_\pi$ is idempotent in the full spherical Hecke algebra. \end{proposition} \begin{proof} The finite set $\Sigma$ is separated by finitely many joint spherical Hecke coordinates. Polynomial interpolation therefore produces an element acting by $1$ on $\pi$ and by $0$ on every other $\sigma\in\Sigma$. Its class in $\mathcal H_\Sigma$ is exactly the corresponding primitive idempotent under \[ \mathcal H_\Sigma\simeq\prod_{\sigma\in\Sigma}\mathbf C. \] The interpolating element is a finite linear combination of compactly supported spherical Hecke functions, hence remains an admissible test function by linearity. \end{proof} \section{Cheng's limiting distribution and Hecke insertion} \label{sec:cheng} For an admissible $S$-test function $F_S$, define the limiting functional \[ D_{\Ch,S}(F_S)=\lim_{X\to\infty}\frac1X\sum_{\substack{n0$, the equality $M_\Sigma(PP^*)=0$ is equivalent to $P(\lambda_\pi)=0$ for every $\pi\in\Sigma$. Hence $I_\Sigma=\bigcap_{\pi\in\Sigma}\mathfrak m_\pi$. The Chinese remainder theorem yields the product decomposition, whose coordinate evaluations and coordinate functions are precisely the primitive characters and primitive idempotents. \end{proof} This theorem is an exact algebraic reconstruction result whose input is the full finite-block moment functional, evaluated on every $PP^*$ with $P$ in the chosen algebra. The finite-dimensional output is reconstructed from that functional; the theorem does not claim that a finite list of moment values alone suffices. It does not identify a named atom by itself. \subsection{Level II: labeled unrestricted spectral character} Suppose an atom $x_\pi$ is externally identified. Its restrictions \[ \operatorname{ev}_{\pi,\Sigma}:B^{\mathrm{red}}_\Sigma\to\mathbf C \] are compatible under restriction along an exhaustion by finite spectral blocks. The resulting global evaluation gives \[ \operatorname{ev}_\pi:B_{\mathrm{glob}}^{\mathrm{red}}\to\mathbf C, \qquad \lambda_\pi=\operatorname{ev}_\pi|_{\mathcal A}. \] Thus evaluation on the chosen observable algebra is formal once the spectral point has been identified. When $\mathcal A$ contains the full Hecke algebra under discussion, this is the full Hecke character; for a smaller $\mathcal A$, it recovers only the character restricted to that observable algebra. Within this inverse-limit construction, the finite-to-global passage contains no additional analytic selection problem once the compatible atom has been identified. The same point is selected at every stage, so the finite evaluations glue to the global character. \subsection{Level III-A/B: identifiability and construction} Let $D$ be an external description of a target, and let $\operatorname{Obs}(D)$ be the permitted spectral functions constructed from the geometric input and $D$, without querying the full Hecke character. Define \[ \Phi_D(x)=\bigl(F(x)\bigr)_{F\in\operatorname{Obs}(D)},\qquad x\equiv_D y\iff\Phi_D(x)=\Phi_D(y). \] A canonical selector can identify $x_\pi$ only if its fiber is a singleton: \[ [x_\pi]_{\equiv_D}=\{x_\pi\}. \] This is necessary, not an algorithm. Conversely, once an independent construction actually produces $x_\pi$, evaluation gives the character restricted to the chosen observable algebra, and finite-block reconstruction or a BPLZZ-type isolation theorem may be used downstream under its own hypotheses. Atom selection is logically prior to character evaluation. \subsection{Level III-C: independent global parameters} A particularly strong and reusable constructive mechanism is an independently constructed global parameter. \begin{theorem}[Independent-parameter Level III criterion] \label{thm:independent-parameter} Let $\mathcal C$ be a class of cuspidal automorphic representations and suppose that an independently constructed parameter assignment \[ \mathscr A:\mathcal C\to\mathscr P \] associates to each $\pi\in\mathcal C$ an object $P_\pi$ satisfying: \begin{enumerate}[leftmargin=2em] \item $P_\pi$ is constructed without using the complete Hecke character $\lambda_\pi$; \item for almost all places $v$, the local parameter attached to $P_\pi$ agrees with the unramified local Langlands parameter of $\pi_v$; \item the automorphic class has a uniqueness theorem: if $\pi',\pi\in\mathcal C$ have the same local parameters for almost all $v$, then $\pi'=\pi$. \end{enumerate} Then $P_\pi$ identifies the unique atom $x_\pi$ among candidates in $\mathcal C$ and hence determines $\lambda_\pi$ within that class. To claim uniqueness in a larger spectrum, hypothesis (3) must apply to all competing representations in that larger spectrum. \end{theorem} \begin{proof} If $\pi'$ is compatible with the same $P_\pi$, hypothesis (2) gives equality of the local parameters at almost all places. Hypothesis (3) gives $\pi'=\pi$. Thus the parameter identifies one atom within the candidate class $\mathcal C$, and Level II gives its evaluation character there. \end{proof} For $\GL_n$, strong multiplicity one supplies the uniqueness hypothesis in the cuspidal setting~\cite{JS81I,JS81II}. Whenever an independently constructed Galois representation or other global parameter with the required local-global compatibility is available, Theorem~\ref{thm:independent-parameter} gives a genuine Level-III mechanism. \subsection{Level III-D: universal atom identification} The universal problem is now isolated precisely: \[ \boxed{\forall\pi\in\Pi_{\cusp},\quad \exists D_\pi\text{ independently constructible and atom-identifying}.} \] Here ``atom-identifying'' means that the full permitted observable profile has a singleton fiber at $x_\pi$ and that a constructive procedure produces that point without inserting $\lambda_\pi$ or an equivalent exact projector. \begin{theorem}[No-go for invariant Level-III data] Let a group $\Gamma$ act on the observable cuspidal spectrum and suppose both the geometric input and the external datum $D$ are $\Gamma$-invariant. If \[ \Phi_D(\gamma x)=\Phi_D(x) \] for all $\gamma\in\Gamma$ and some $\gamma$ satisfies $\gamma x_\pi\ne x_\pi$, then no canonical selector based only on $D$ and the permitted observables can identify $x_\pi$. \end{theorem} \begin{proof} The observable profile is constant on the $\Gamma$-orbit, so any selector based only on that profile can at most select the orbit. It cannot canonically choose one member of a nontrivial orbit. \end{proof} The theorem applies to arbitrary observable algebras, not just finite-dimensional moment systems. \subsubsection{Examples of residual ambiguity} For $\GL_2$, if $\chi^2=1$, then $\operatorname{Sym}^2(\pi\otimes\chi)\simeq\operatorname{Sym}^2(\pi)$. Thus observables generated only by symmetric-square data cannot separate a quadratic-twist orbit; adding an odd channel, such as the standard or symmetric-cube channel, can break this particular symmetry. More generally, finitely many local Hecke values do not determine an unrestricted cuspidal representation: strong multiplicity one is an almost-all-places theorem~\cite{JS81I,JS81II}. Packet-level data may identify a packet without identifying a member. BPLZZ-type isolation applies after a spectral component has been specified, while Sauvageot-type density gives approximation rather than exact singleton evaluation~\cite{BPLZZ,Takanashi}. None of these tools supplies the missing universal selector. If the permitted profile is invariant under a nontrivial action on distinct atoms, no deterministic procedure using only that profile can select one atom canonically. \subsection{Arithmetic completion and the tensor endpoint} An independently constructed compatible parameter determines its trace words, which specialize to Hecke/Satake characteristic-polynomial data at unramified places. The finite tensor and quiver results then give a finite certificate for any fixed faithful representation and tensor presentation. \begin{theorem}[Arithmetic completion from an independent parameter] \label{thm:arithmetic-completion} Let $\pi$ lie in an arithmetic class for which a compatible semisimple Galois representation $\rho_\pi$ is independently available. Assume its Frobenius characteristic polynomials agree with those of the automorphic local parameters at almost all places. Then the global parameter determines the semisimple character data of $\pi$, and every fixed finite mixed-tensor trace word in $\rho_\pi$ is canonically determined. In particular, for $\GL_n$ in a class where strong multiplicity one identifies the automorphic representation from almost-all local parameters, $\rho_\pi$ is a Level-III external identifier. \end{theorem} \begin{proof} Compatibility identifies the unramified parameters with Frobenius characteristic polynomials, and the global representation determines all its trace words. For $\GL_n$, strong multiplicity one gives uniqueness from almost-all local parameters~\cite{JS81I,JS81II}. \end{proof} \begin{remark} This is an arithmetic completion theorem. It does not assert that the trace formula constructs $\rho_\pi$; its role is to explain exactly how an independently supplied global parameter closes the atom-identification and tensor-coherence stages. \end{remark} \begin{theorem}[Finite Tannakian certificate from the global parameter] \label{thm:finite-tannakian} Assume a semisimple global parameter $\rho_\pi$ is known, and put $H_\pi=\overline{\rho_\pi(\Gamma_F)}^{\mathrm{Zar}}$. Fix a faithful finite-dimensional representation of its dual group together with a finite tensor certificate and a finite separating cycle family for the associated quiver presentation. Then the finite semisimple quiver point is determined by the mixed invariant-tensor data of $\rho_\pi$. For the source-specific category $\mathcal C_{\mathrm{obs},H_\pi}\subseteq\Rep(H_\pi)$, generated by the retained representations and their $H_\pi$-equivariant structural morphisms, the Tannaka group is \[ \operatorname{Aut}^{\otimes}(\omega_{\mathrm{obs},H_\pi})\simeq H_\pi/K_{\mathrm{obs}}(H_\pi). \] In the symmetric-cube laboratory, retaining the standard representation together with $\operatorname{Sym}^3$ removes the central $\mu_3$ kernel that occurs for $\operatorname{Sym}^3$ alone. The Tannakian group assertion is understood for the full rigid tensor subcategory generated by the retained representations, as in Section~\ref{sec:observable-tensor-category}. \end{theorem} \begin{remark} This is a finite algebraic completion of the parameter. It does not prove analytic realization of the finite tensor cycles and does not solve universal Level III-D. \end{remark} \section{The finite analytic character conjecture} The algebraic reconstruction theorem identifies the exact analytic input needed beyond the proved finite-level example. The conjecture below concerns the finite tensor character after a chosen spectral point has been identified; it is therefore a Level-II-to-Tannakian statement, not the label-free Level-III selection problem. \begin{conjecture}[Finite Analytic Character Conjecture] \label{conj:analytic-character} Fix a class $\mathcal C$ by explicit bounds on the dual-group rank, dimensions of the chosen representations, tensor degree and quiver size, ramification, and local test-function complexity. For every $\pi\in\mathcal C$ with a semisimple parameter $\rho_\pi$ and with its spectral atom already identified, there exist a finite tensor quiver with relations $Q_\pi$, a finite separating family of cycles $C_\pi=\{c_1,\dots,c_M\}$, and finitely many Hecke-localized transfer, Hankel, and structural constructions such that the associated analytic cycle character satisfies \[ t_{\mathrm{an},\pi}(c_j)=t_{\rho_\pi}(c_j) \qquad(1\le j\le M). \] The quiver, cycles, and constructions may depend on $\pi$; no uniform bound on the number of cycles or a uniform construction across $\mathcal C$ is asserted here. \end{conjecture} \begin{corollary}[Conditional Langlands-envelope reconstruction] Assume the Finite Analytic Character Conjecture for $\pi$ and a tensor equivalence, preserving fiber functors, between the analytic category and the source-specific category $\mathcal C_{\mathrm{obs},H_{\rho_\pi}}$ from Section~\ref{sec:observable-tensor-category}. Then \[ \Aut^{\otimes}(\omega_{\mathrm{an},\pi})\simeq H_{\rho_\pi}/K_{\mathrm{obs}}(H_{\rho_\pi}). \] \end{corollary} The conjecture is finite twice over: finitely many tensor generators and finitely many scalar cycle coordinates. Its intended content excludes constructions whose coefficients or test functions are defined by querying the full Hecke character $\lambda_\pi$ or by inserting an equivalent exact point projector. The admissible class of transfer, Hankel, and structural constructions, and the permitted dependence on the identified atom, must be fixed explicitly in any application; until that class is specified, Conjecture~\ref{conj:analytic-character} should be read as a research schema rather than a fully formal existence statement. It is weaker than demanding a universal matrix-valued trace formula or all possible functorial lifts, and it begins after atom identification rather than solving Level III-D. \section{The first concrete analytic target} The first tensor cycle is the transposition on $\mathrm{Std}^{\otimes 2}$, with $\operatorname{Tr}(\tau(A_v\otimes A_v))=\operatorname{Tr}(A_v^2)$. Theorem~\ref{thm:visible-sym3} realizes this identity on the finite Cheng-visible subset after the stated localization and nonvanishing conditions. Removing those restrictions and realizing a richer character on a larger spectrum remain open. \section{Arithmetic examples of independent atom identification} Section~\ref{sec:levels} isolates universal atom identification as the open problem. The following examples illustrate the established Level-III mechanism: an independently constructed arithmetic object supplies compatible almost-all local parameters, which identify an automorphic representation when a uniqueness theorem applies. \subsection{\texorpdfstring{Elliptic curves over $\mathbf Q$}{Elliptic curves over Q}} Let $E/\mathbf Q$ be an elliptic curve. For $p\nmid N_E\ell$, choose the Frobenius convention for which the Tate-module representation has characteristic polynomial $T^2-a_p(E)T+p$, where $a_p(E)=p+1-\#E(\mathbf F_p)$. Equivalently, \[ \det(1-X\rho_{E,\ell}(\operatorname{Frob}_p))=1-a_p(E)X+pX^2. \] The roots have product $p$ and sum $a_p(E)$; the corresponding unitary-normalized Satake parameters are obtained by dividing them by $p^{1/2}$. Modularity and local-global compatibility identify these characteristic polynomials with those of the associated weight-two automorphic representation at almost all primes~\cite{BCDT}. After fixing an embedding of the coefficient field into $\mathbf C$, strong multiplicity one identifies the automorphic representation~\cite{JS81I,JS81II}. \subsection{Regular-algebraic Hilbert modular forms} In the regular-algebraic Hilbert modular cases where compatible Galois representations and local-global compatibility are established, the same argument identifies the automorphic representation from almost-all local parameters. The cited constructions of Harris--Lan--Taylor--Thorne and Scholze, together with Varma's local-global compatibility result, apply only in their stated settings~\cite{HLTT,Scholze2015,Varma}. Newton--Thorne's symmetric-power functoriality result concerns the classes covered by their theorem~\cite{NewtonThorne}; none of these results supplies a universal parametrization for arbitrary cuspidal representations. \section{Research program} The next analytic step is to realize more separating cycles beyond the $\GL_2$ tensor flip and to establish how transfer, Hankel, and structural operators interact after localization. Local identities such as \[ \operatorname{Tr}(A^2)=\operatorname{Tr}(A)^2-2\det(A),\qquad \chi_{\operatorname{Sym}^2}(A)=\operatorname{Tr}(A)^2-\det(A) \] provide finite targets. For a distinct trace-formula derivation of the symmetric-square functional equation in the level-one setting, see Deng and Wu~\cite{DengWu}. A second direction is to compare exact finite-block moments and analytic cycle traces with their arithmetic counterparts. The moment functional reconstructs the reduced algebra once the finite block and separating observables are specified; the unresolved task is to identify the target atom without using its full Hecke character as input. Finally, source detection for general reductive dual groups should use faithful representations, finite tensor certificates, and finite quiver cycle coordinates. The analytic challenge is to realize a separating family of those coordinates and determine when it detects a proper source subgroup through additional invariant tensors or relations. \section{Status and limitations} The four-level hierarchy separates finite-block algebra reconstruction and conditional arithmetic completion from the unresolved universal, label-free identification of a prescribed atom. \begin{center} \begin{tabular}{>{\raggedright\arraybackslash}p{0.27\textwidth}p{0.67\textwidth}} \toprule \textbf{Status} & \textbf{Statements}\\ \midrule Proved algebraically / spectrally & Finite tensor certificates; finite quiver cycle reconstruction; finite-block algebra reconstruction from the exact moment functional.\\[2mm] Proved from Cheng and standard local representation theory, under the stated restrictions & Fixed-level compatibility, a constructed very-cuspidal archimedean pseudo-coefficient, nonzero full Cheng weight, and required local trace nonvanishing: finite visible support, finite-quotient idempotents, Hecke insertion, and visible-spectrum $p_1,p_2$ recovery. The certificate is not a result for the general cuspidal spectrum.\\[2mm] Available after an external spectral label & Compatible character on the chosen observable algebra; arithmetic completion in settings with an available compatible Galois representation and uniqueness theorem.\\[2mm] Downstream isolation technology & BPLZZ-type isolation after the spectral character has been supplied; it is not label-free identification.\\[2mm] Plausible but unproved & An intrinsic finite-rank spectral quotient; conversion of Cheng's $a_\pi(n^2)$ distribution into a full $A_\pi(n)$ distribution.\\[2mm] Genuinely open & Universal label-free atom identification; full-spectrum tensor-flip realization; intrinsic global localization; global trace-formula realization of $\SymTwo-\det$; prime/logarithmic-derivative realization of the symmetric-square $L$-function ratio.\\ \bottomrule \end{tabular} \end{center} No general Langlands correspondence, universal Beyond Endoscopy trace formula, or reconstruction of arbitrary non-semisimple representations is claimed. The $\GL_2$ certificate is restricted to the visible subset satisfying finite-level compatibility and nonvanishing of the Cheng weight and local factors; Cheng describes the underlying residue-weighted formula as a method for detecting dihedral forms~\cite{Cheng}. \section{Conclusion} The paper's reconstruction strategy separates four arrows: \[ \boxed{\begin{array}{c} \text{exact moment functional on a finite block}\to B^{\mathrm{red}}_\Sigma\\[1mm] \downarrow\\[-1mm] \text{identified atom }x_\pi\to\lambda_\pi\\[1mm] \downarrow\\[-1mm] T_\pi\text{ or }\rho_\pi\to\text{finite tensor character}\\[1mm] \downarrow\\[-1mm] \text{finite quiver certificate}\to H_{\pi,\mathrm{obs}}. \end{array}} \] The algebraic steps are finite once the source and tensor presentation are fixed. The proved analytic application is narrower: on the finite support where the Cheng weight and required local factors are nonzero, fixed-level compatibility, archimedean pseudo-coefficient isolation, and Hecke interpolation recover local tensor channels. It does not cover arbitrary $\GL_2$ cusp forms or automatically every dihedral representation. The remaining universal question is whether independently defined data can identify an arbitrary prescribed cuspidal atom without encoding its full Hecke character. The framework clarifies the input needed for such a result but does not solve that open problem. In the $\GL_2$ case, the channels recovered here also determine $(t_v,d_v)$ and the projective adjoint coordinate $y_v$ place by place. These identities prepare a source-side analysis of compact projective subgroups, but the passage from local coordinates to a global compact source and its positive Haar trace measure requires separate global hypotheses; it is not claimed as part of the present theorem. \section*{Provenance and AI Use} This manuscript was predominantly written with substantial assistance from OpenAI's GPT 5.6 Luna and GPT 6, under the direction of Shawn Schafer. The human contributor directed the AI-assisted research workflow and used these systems to conduct literature research, investigate and test mathematical claims and calculations, organize arguments, and draft and revise the manuscript and its \LaTeX{} source. AI tools contributed substantially to both the mathematical development and the written exposition. The current version has undergone an AI-assisted mathematical and source audit, including checks of theorem statements and proof dependencies, verification of the displayed local algebraic identities, comparison with relevant Beyond Endoscopy literature available through October 2026, and compilation, citation, and cross-reference checks. No proof assistant was used for formal verification, and this audit is not a machine-checked proof certificate. Shawn Schafer is the human contributor responsible for the submitted version, its claims and citations, and the accuracy of this provenance statement. No AI system is listed as an author or contributor. \medskip \noindent\textbf{Tools used:} OpenAI GPT 5.6 Luna; OpenAI GPT 6. \begin{thebibliography}{99} \bibitem{BCDT} C.~Breuil, B.~Conrad, F.~Diamond, and R.~Taylor, \emph{On the modularity of elliptic curves over $\mathbf Q$: Wild 3-adic exercises}, J. Amer. Math. 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