Why it works: Butter and bread are a kitchen classic. They rank in the top 7% of all ingredient pairs, and cooks put them together in 27,232 recipes. Both carry delta-decalactone, which smells sweet, creamy. The science ↓
Split-pea or Bean Soup
Ingredients
Directions
Soak
Soak the split peas or beans overnight in 3 quarts of cold water.
Cook and sieve
In a saucepan, combine the soaked peas or beans with 2 quarts of water and a ham bone, if using.
Simmer for 4 to 5 hours, or until the peas or beans are soft, adding more water as needed.
Pass the mixture through a sieve.
Finish and serve
Add enough stock, milk, or water to achieve a creamy consistency.
Return the mixture to the saucepan.
Season with salt and pepper.
Add a roux made from 1 tablespoon butter and 1 tablespoon flour cooked together.
Dilute the roux with a little soup before adding it to the pot.
Optionally, boil an onion with the peas or beans for added flavor.
Serve with croutons on top or on the side.
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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Butter + breadtop 7% of all pairsSmell alikemoderateCooked together27,232 recipes
Shared aroma: delta-decalactone (sweet, creamy).
-
Ham + breadtop 7% of all pairsSmell alikemoderateCooked together2,536 recipes
Shared aroma: 2-acetyl-1-pyrroline (popcorn, roasted).
-
Peas + breadtop 11% of all pairsSmell alikemoderateCooked together804 recipes
Shared aroma: hexyl acetate (fruity, apple).
-
Pepper + oniontop 11% of all pairsSmell alikemoderateCooked together68,474 recipes
Shared aroma: 2-isopropyl-3-methoxypyrazine (earthy, pea).
-
Butter + flourtop 12% of all pairsSmell alikelowCooked together124,287 recipes
Shared aroma: isobutyraldehyde (malty, green).
Butter and flour barely smell alike, yet cooks put them together in 124,287 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
- Split peas
- Break down during simmering to form the thick, earthy body of the soup.
- Flour
- Thickens the liquid when cooked in butter as a roux and stirred into the soup.
- Butter
- Cooks with the flour to form the roux and adds richness to the thickened soup.
The step that matters
Dilute the roux with a little soup before adding it to the pot.. Flour starch clumps when it hits hot liquid unmixed. Thinning the roux first lets the starch disperse evenly, so the soup thickens smoothly without lumps.
Swap the onion
The recipe marks onion as optional. How well each one fits the dish's main ingredients (peas, sugar, butter, flour, pepper, ham, bread):
- Shallotfits better
- Asparagusfits better
- Leekfits better
- Onionthe original
Fit is the average pairing score against peas, sugar, butter, flour, pepper, ham, bread. 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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