Why it works: Beans and thyme match in chemistry and in kitchens. They rank in the top 8% of all ingredient pairs, and cooks put them together in 488 recipes. Both carry 1-octen-3-ol, which smells mushroom, earthy. The science ↓
Black Bean Soup
Ingredients
Directions
Prepare the beans
Soak the black beans overnight.
In a kettle, combine the soaked beans and cold water with bay leaves.
Boil slowly until the beans are well done.
Make the soup
Rub the mixture through a colander.
Return the mixture to the kettle.
Season with salt, white pepper, and thyme if desired.
Blend the butter and flour.
Dissolve the butter and flour mixture in warm water.
Stir the mixture into the soup.
Serve with croutons.
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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Beans + thymetop 8% of all pairsSmell alikestrongCooked together488 recipes
Shared aroma: 1-octen-3-ol (mushroom, earthy).
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Beans + flourtop 11% of all pairsSmell alikemoderateCooked together2,080 recipes
Shared aroma: isobutyraldehyde (malty, green).
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Butter + flourtop 12% of all pairsSmell alikelowCooked together124,287 recipes
Shared aroma: isobutyraldehyde (malty, green).
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Thyme + flourtop 14% of all pairsSmell alikemoderateCooked together5,721 recipes
Shared aroma: isobutyraldehyde (malty, green).
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White pepper + thymetop 15% of all pairsSmell alikelowCooked together443 recipes
Shared aroma: eucalyptol (eucalyptus, herbal).
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
- Black beans
- Provide the main body, starch and earthy flavor of the soup once cooked and puréed.
- Butter
- Adds richness and a smooth mouthfeel to the soup.
- All-purpose flour
- Thickens the soup slightly when dissolved in liquid and stirred in.
The step that matters
Stirring the flour and butter into the soup. Flour clumps if added dry or dropped in undissolved. Blending it with butter and dissolving it in warm water first lets the starch disperse evenly, so it thickens the soup smoothly instead of leaving lumps.
Swap the thyme
The recipe marks thyme as optional. How well each one fits the dish's main ingredients (beans, white pepper, butter, flour):
- Nutmegfits better
- Capersfits better
- Parsleyfits better
- Thymethe original
Fit is the average pairing score against beans, white pepper, butter, flour. 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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