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 ↓
Butter Scotch Pie
Ingredients
Directions
Make the filling
In a saucepan, boil the butter, brown sugar, and milk together.
Dissolve the flour in 2 tablespoons of warm milk.
Add the beaten egg yolks to the flour mixture.
Pour the boiling milk over it.
Return the mixture to the saucepan and stir until it simmers.
Flavor with vanilla.
Assemble the pie
Pour the filling into a pre-baked pie shell.
Cover the top with meringue.
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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Butter + milktop 7% of all pairsSmell alikemoderateCooked together81,283 recipes
Shared aroma: (z)-4-heptenal (biscuit, cream).
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Sugar + vanillatop 8% of all pairsSmell alikelowCooked together35,032 recipes
Shared aroma: beta-damascenone (apple, rose).
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Flour + buttertop 12% of all pairsSmell alikelowCooked together124,287 recipes
Shared aroma: isobutyraldehyde (malty, green).
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Flour + vanillatop 12% of all pairsSmell alikemoderateCooked together19,241 recipes
Shared aroma: isobutyraldehyde (malty, green).
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
- Brown sugar
- Provides the sweetness and the caramel flavor that defines butterscotch.
- Flour
- Thickens the milk mixture so the filling sets into a sliceable custard.
- Egg yolks
- Add richness and help thicken the filling as it cooks.
- Butter
- Adds fat and rich flavor to the filling.
- Milk
- Forms the liquid base that the filling thickens in.
The step that matters
Return the mixture to the saucepan and stir until it simmers. Egg yolks and flour thicken the filling only when it is heated enough, but overheating or scorching can curdle the yolks or burn the sugar. Stir constantly over moderate heat so the custard thickens smoothly.
Swap the vanilla
How well each one fits the dish's main ingredients (sugar, flour, butter, egg, milk):
- Vanillathe original
- Raisinfits about as well
- Figfits less well
- Coconutfits less well
Fit is the average pairing score against sugar, flour, butter, egg, milk. 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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