Menu interpretation
Menu interpretation is how GastroMatch turns a short, often incomplete menu line into a clear picture of what the dish is and whether it fits a specific person.
Definition
Menu interpretation is the process of reading a dish name and description in a menu and translating it into structured meaning: ingredients, preparation style, intensity, and other characteristics that matter for taste and fit.
This step connects menu language — which can be poetic, compressed, or ambiguous — to a concrete understanding of the dish that the system can reason about.
Why it matters
- Menus are not written for models. Human menus assume context, local norms, and prior knowledge; GastroMatch must bridge that gap.
- Prevents blind translation. Direct translation of dish names is not enough; users need to know what they are actually choosing.
- Enables dish-level trust. Good interpretation lets the system explain why a dish might fit or not fit a user’s Taste DNA instead of just saying “recommended”.
How GastroMatch uses it
- After dish recognition, GastroMatch interprets the menu text to extract signals that can be compared to the user’s Taste DNA and past dishes.
- The interpretation powers short explanations about what the dish is and why it might match or conflict with the user’s preferences.
- It also helps decide when the system should stay cautious or silent because the menu does not provide enough reliable information.
What it is not
- Not just translation between languages; translation may be involved, but the goal is understanding, not literal wording.
- Not a full restaurant review; it focuses on dish-level meaning, not atmosphere or service.
- Not an excuse to overconfidently guess; if the menu is too vague, interpretation should reflect that uncertainty.
Internal links
For a broader view of how menu interpretation appears in the product: