Why it works: Carrot and celery match in chemistry and in kitchens. They rank in the top 1% of all ingredient pairs, and cooks put them together in 10,173 recipes. Both carry myristicin, which smells spice, warm. The science ↓
Butter Bean Soup
Ingredients
Directions
In a saucepan, combine soaked butter beans and water.
Add chopped onion, diced carrot, and diced celery.
Cook until all vegetables are tender, adding water as needed.
Rub the cooked vegetables through a sieve back into the saucepan.
Season with pepper and coarse sea salt, then add butter.
Bring the soup to a boil and serve.
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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Carrot + celerytop 1% of all pairsSmell alikestrongCooked together10,173 recipes
Shared aroma: myristicin (spice, warm).
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Beans + carrottop 4% of all pairsSmell alikestrongCooked together1,443 recipes
Shared aroma: 2-isobutyl-3-methoxypyrazine (green bell pepper, earthy).
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Celery + peppertop 5% of all pairsSmell alikestrongCooked together16,012 recipes
Shared aroma: 4'-methylacetophenone (bitter almond).
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Carrot + peppertop 6% of all pairsSmell alikestrongCooked together14,555 recipes
Shared aroma: 2-isopropyl-3-methoxypyrazine (earthy, pea).
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Beans + celerytop 6% of all pairsSmell alikestrongCooked together1,159 recipes
Shared aroma: 2-methoxy-4-vinylphenol (clove, smoky).
Ranks compare each pair with 20,000 random ingredient pairs on CompKitchen. How we score pairs
What each ingredient does
- Butter beans
- Provide starch and body, thickening the soup as they break down when cooked and sieved.
- Carrot
- Adds sweetness and body to the soup once cooked and pushed through a sieve.
- Celery
- Adds aroma and savoury flavour, and contributes body once cooked and sieved.
- Onion
- Builds savoury depth and aroma as it softens in the soup.
- Butter
- Adds richness and a silky mouthfeel when stirred into the finished soup.
The step that matters
Rub the cooked vegetables through a sieve. Pushing the soft vegetables and beans through a sieve breaks down their cell walls, which thickens the soup and gives it a smooth texture. Leaving lumps or skipping this step leaves the soup thin and gritty.
Swap the onion
How well each one fits the dish's main ingredients (butter, beans, carrot, celery, pepper):
- Parsnipfits better
- Turnipfits better
- Capsicumfits better
- Onionthe original
Fit is the average pairing score against butter, beans, carrot, celery, pepper. 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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