Why it works: Parsley and pepper match in chemistry and in kitchens. They rank in the top 2% of all ingredient pairs, and cooks put them together in 34,122 recipes. Both carry 4'-methylacetophenone, which smells bitter almond. The science ↓
Catfish Soup
Ingredients
Directions
Make the soup
In a pot, combine the catfish, bacon, onion, parsley, salt, pepper, and enough water to cover the ingredients.
Stew until the fish is tender but not broken.
Thicken and serve
In a separate bowl, beat the egg yolks and mix in the butter, flour, and milk.
Warm the mixture and add it to the soup to thicken.
Remove the bacon from the pot, place some fish in a tureen, pour in the soup, 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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Parsley + peppertop 2% of all pairsSmell alikestrongCooked together34,122 recipes
Shared aroma: 4'-methylacetophenone (bitter almond).
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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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Onion + parsleytop 9% of all pairsSmell alikemoderateCooked together25,843 recipes
Shared aroma: 2,4-decadienal (seaweed).
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Onion + peppertop 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
- Egg yolks
- Thicken the soup as they set gently with heat, giving it a richer body.
- Flour
- Stabilises the egg and milk mixture so it thickens smoothly without curdling.
- Butter
- Adds fat that carries flavour and gives the enriched mixture a smooth texture.
- Milk
- Adds liquid and richness that blends with the yolks to form a creamy thickening.
- Bacon
- Releases smoky, salty fat into the pot that flavours the broth.
The step that matters
Warm the mixture and add it to the soup to thicken. Egg yolks scramble if they get too hot or are added directly to boiling liquid. Warm the mixture gently and stir in a little hot soup first, so it thickens smoothly instead of curdling.
Swap the onion
How well each one fits the dish's main ingredients (catfish, parsley, pepper, egg, butter, flour, milk):
- Capsicumfits better
- Chivefits better
- Shallotfits better
- Onionthe original
Fit is the average pairing score against catfish, parsley, pepper, egg, butter, flour, 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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