Reconstructive Signatures and Semantic Overgrowth: Receiver-State Pattern Reinstatement, Cultural Transmission, Belief Updating, and the Failure of Interpretive Termination

Abstract

How can a small cue evoke a much larger pattern than appears to be explicitly present in the cue itself—and how can the same reconstructive ability eventually generate meanings that are no longer adequately constrained by their source? This paper develops the concept of the reconstructive signature: a carrier whose source-relevant structure can cause a suitably prepared receiver to reinstate characteristic features of a larger pattern. The framework distinguishes reconstructive signatures from markers, which primarily identify a source or lineage, and archives, which preserve recoverable information without necessarily triggering reconstruction. These roles may overlap, but they make different causal claims. Reconstruction is treated as a relational process in which an output depends jointly on the carrier, the receiver’s existing organisation, retained history and contextual constraints: A carrier therefore need not explicitly encode every realised feature of the reconstructed output. Much of the machinery required for reconstruction can already exist within the receiver. The central empirical requirement is source constraint: changing, masking or permuting diagnostic source features should predictably alter what is reconstructed. If increasingly elaborate interpretations remain unchanged when the supposedly informative features are removed, their later structure is more plausibly being generated by the receiver than recovered from the source. The manuscript then introduces Semantic Overgrowth, a proposed failure mode in which interpretive complexity continues to increase after independently source-grounded information gain has plateaued, particularly when later claims become progressively less sensitive to source evidence. The framework therefore treats successful interpretation as requiring both a generative capacity and a termination mechanism: the ability to stop when further elaboration is no longer supported, while remaining capable of reopening the model when genuinely new or contradictory evidence appears. Semantic Overgrowth is positioned against established work in source and reality monitoring, memory pattern completion, schema-based reconstruction, predictive processing, cultural attraction, epistemic vigilance, evidence accumulation, belief flexibility, jumping-to-conclusions, perseverative cognition, illusory pattern perception and delusional systematisation. The proposed construct is only useful if it adds predictive or explanatory value beyond these existing models. The paper also distinguishes current-cue constraint from source-lineage constraint. A reconstruction can remain source-derived even after the original cue is absent if information was previously learned from the source and retained by the receiver. Conversely, agreement between multiple receivers is not sufficient evidence of source constraint because shared priors, cultural schemas or common expectations can generate convergence independently of the original source. A structural comparison with non-resolving biological repair and fibrosis is used to illustrate the broader control problem of adaptive processes failing to exit after their useful window. This is explicitly an analogy of termination architecture, not a claim of shared biological mechanism. Biblical texts are examined as a bounded textual and cultural-transmission case study, including the seed-and-soils parable, faith and healing, the bronze serpent and Nehushtan, the lifting-up motif in John, remembrance ritual, image/transformation language and vine/body metaphors. These passages are not presented as scientific evidence or hidden neuroscience; they are used to examine how signs, receivers, repetition, memory and source attribution operate within a historically influential symbolic system. The framework extends earlier work on State Difference and Redox Salience, Recovery-Encoding, Pattern Fidelity, Anchored Coherence, Compartmental State Assignment, Cooperative Coherence, and The Tree and the Loom. Its central contribution is a falsifiable distinction between faithful reconstruction and receiver-generated elaboration, together with experimental designs using source masking, feature permutation, repeated interpretation, cross-receiver comparison and source-lineage manipulation. The proposal is deliberately vulnerable to rejection. If established measures of source monitoring, metacognition, evidence accumulation, perseveration and belief updating explain the relevant phenomena equally well or better, then Reconstructive Signature and Semantic Overgrowth should be reduced, merged with existing constructs or abandoned. Keywords: reconstructive signature; semantic overgrowth; receiver state; source constraint; pattern reinstatement; memory reconstruction; belief updating; source monitoring; predictive processing; cultural transmission; epistemic vigilance; interpretive termination; salience; pattern completion; cultural memory; systems theory.