The Future of Legal Structures in the Art Market: An Integrated Jurisdiction-Vector Framework for Cross-Border Transaction Compliance
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Adeline Tillard
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This article formalizes the legal requirements governing cross-border art transactions as an explicit, tiered rule-based reasoning procedure and evaluates whether that procedure reproduces the determinations reached by senior art law counsel. The formalization separates bright-line legal preconditions, direct sanctions matches, prior judicial determinations of title, export-licence validity, authority-to-transfer, beneficial-ownership chain confidence, and unresolved evidentiary contradiction, each stated as an explicit conditional rule tied to a specific triggering fact, from the genuinely graded legal standards (provenance continuity, ownership coherence, documentary completeness of export support, temporal gap severity) that the governing instruments themselves state as a matter of degree. A fixed priority ordering governs their interaction: mandatory rules resolve a transaction outright, structural rules cap the graded standard regardless of its value, the graded standard determines the gate state only within whatever range the rules leave open, and borderline cases route to mandatory human escalation. Transaction permissions are derived through an eight-stage gate sequence whose preconditions are the conjunction of the applicable rules at each tier, never a single weighted score. Against a retrospective corpus of 1,847 documented art transactions and a 623-transaction adversarial corpus built to represent known exploitation patterns, the formalized procedure reproduces the determination of independent senior art law counsel in 93.7% of adversarial cases, against 70.9% for a buyer-domicile-only rule configuration, and the resulting graded standard, aggregated as the Evidentiary Sufficiency Index (ESI) once all higher-tier rules clear, predicts eventual transaction invalidation with an AUC-ROC of 0.884 against a 0.731 baseline. A counter-intuitive finding illustrates why the tiered ordering is legally necessary: high provenance documentation completeness, a graded standard, co-occurred with transaction invalidation in 35.0% of invalidated cases, because the governing deficiency lay in the bright-line authority-to-transfer and beneficial-ownership rules, neither of which a favourable graded standard can override.
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Authors
Adeline Tillard
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References:
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