Consumer vocabulary should be presented as a guide, not an objective flavor inventory.
The lexicon is infrastructure for trained assessment.
The introduction explains that traditional descriptive-analysis panels align vocabulary through training and definitions tied to physical reference standards; this is background on descriptive analysis, not the result of the LSTM experiment.
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1
Introduction1.1 FlavorLanguage
September27full16pagereview: originalpage15conclusionattributionincorrect. Narrowedtopages1–2DAbackground; repeatedcalibrationclaimremoved. Distinguish from automatedwordtagging.
Whiskey Knowledge Databases › Evidence Excerpts
Verified Paraphrase checked against the complete supplied source.
Evidence
The introduction explains that traditional descriptive-analysis panels align vocabulary through training and definitions tied to physical reference standards; this is background on descriptive analysis, not the result of the LSTM experiment.
Locator and context
Locator: Pages1–2
Source section: Introduction1.1 FlavorLanguage
Context: The lexicon is infrastructure for trained assessment.
Interpretation and caution
Consumer vocabulary should be presented as a guide, not an objective flavor inventory.
Verification
Paraphrase and locator checked against the complete locally preserved source during the 2026-09-05 full-source pass.