Unsupported source attribution; do not use this record as evidence from Miller etal2021.
The lexicon supports repeatable comparison across products.
Organizing descriptors into coherent sensory families helps panelists navigate a complex aroma space without implying that the families are chemically independent.
14
Results
September27full16pagereview: page14 discusses LSTM results,applications andlimitations, not a demonstrated sensory-family hierarchy or chemicalindependence. This plausible genericstatement is not supported as a paraphraseofthissource; retainedforaudit,donotciteasverified.
Whiskey Knowledge Databases › Evidence Excerpts
REJECTED source attribution after September27completearticle review. The retained statement below is not supported by the cited page and must not be used as verified evidence.
Evidence
Organizing descriptors into coherent sensory families helps panelists navigate a complex aroma space without implying that the families are chemically independent.
Locator and context
Locator: Page 14
Source section: Results
Context: The lexicon supports repeatable comparison across products.
Interpretation and caution
Keep the hierarchy practical and allow descriptors to overlap perceptually.
Verification
Paraphrase and locator checked against the complete locally preserved source during the 2026-09-05 full-source pass.