Authentication should integrate multiple analytical and documentary indicators.
Clustering suggests potential when combined with other signals.
The study found no strict one-to-one relationship between element levels and declared origin, although some single-malt samples clustered together.
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Semi-Quantitative Multivariate Data Analysis
Rechecked 2026-09-27 pages9–10 andFigure4; single-malt grouping also conclusion16. Prior page15 locator inadequate for regional finding.
Whiskey Knowledge Databases › Evidence Excerpts
Verified Paraphrase checked against the complete supplied source.
Evidence
The study found no strict one-to-one relationship between element levels and declared origin, although some single-malt samples clustered together.
Locator and context
Locator: Pages 9–10; clustering also page 16
Source section: Semi-Quantitative Multivariate Data Analysis
Context: Clustering suggests potential when combined with other signals.
Interpretation and caution
Authentication should integrate multiple analytical and documentary indicators.
Verification
Paraphrase and locator checked against the complete locally preserved source during the 2026-09-05 full-source pass.