Why it works: Milk and vanilla are a kitchen classic. They rank in the top 5% of all ingredient pairs, and cooks put them together in 19,187 recipes. Both carry ethyl caproate, which smells fruity, apple peel. The science ↓
Rice Pie
Ingredients
Directions
Make the filling
Boil 1 quart of milk in a saucepan.
In a small bowl, mix ½ cup of rice flour with a little cold milk.
Add the rice flour mixture to the boiling milk along with 2 tablespoons of butter.
Allow the mixture to cool, then add 5 beaten eggs.
Sweeten to taste with sugar and flavor with vanilla extract.
Bake and serve
Pour the mixture into a pie crust and bake until set.
Transcribed from a scanned cookbook and modernised for today's kitchens. Where the book gave no heat or time, or said "a moderate oven", the temperatures and times here may be modern equivalents rather than the book's own figures.
Explore the science
The flavor team
The pairs that carry this dish. Each one is judged two ways: how much their aromas overlap, and how often cooks already put them together.
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Milk + vanillatop 5% of all pairsSmell alikemoderateCooked together19,187 recipes
Shared aroma: ethyl caproate (fruity, apple peel).
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Milk + buttertop 7% of all pairsSmell alikemoderateCooked together81,283 recipes
Shared aroma: (z)-4-heptenal (biscuit, cream).
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Milk + ricetop 7% of all pairsSmell alikemoderateCooked together7,374 recipes
Shared aroma: 2-nonenal (fatty, green).
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Sugar + vanillatop 8% of all pairsSmell alikelowCooked together35,032 recipes
Shared aroma: beta-damascenone (apple, rose).
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Rice + vanillatop 11% of all pairsSmell alikemoderateCooked together1,352 recipes
Shared aroma: guaiacol (smoky, sweet).
Sugar and vanilla barely smell alike, yet cooks put them together in 35,032 recipes: they work on texture and structure more than aroma.
Ranks compare each pair with 20,000 random ingredient pairs on CompKitchen. How we score pairs
What each ingredient does
- Rice flour
- Thickens the milk into a smooth, sliceable custard as it cooks.
- Eggs
- Set when baked, giving the pie its firm, custardy structure.
- Milk
- Forms the liquid base of the custard and provides its creamy richness.
- Butter
- Adds fat for a rich mouthfeel and smooth texture.
The step that matters
Adding the rice flour mixture to the boiling milk. Rice flour must be dispersed in cold milk first, then added to hot liquid, so it thickens smoothly instead of clumping. Lumps formed this way cannot be fully smoothed out later.
Swap the vanilla
How well each one fits the dish's main ingredients (milk, rice, flour, butter, egg, sugar):
- Vanillathe original
- Raisinfits about as well
- Coconutfits less well
- Figfits less well
Fit is the average pairing score against milk, rice, flour, butter, egg, sugar. Candidates are from the same food group and used in at least 100 recipes.
“What each ingredient does” and “The step that matters” were written by Claude from this recipe’s own method and reviewed in samples by CompKitchen.
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