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 ↓
Gumbo or Okra Soup
Ingredients
Directions
Prepare the base
Render the fat from the bacon or ham in a pot and drain it off.
Fry the sliced onion in the fat until brown.
Simmer and serve
Scald, peel, and chop the tomatoes.
Slice the okra thinly.
Add the tomatoes, okra, and chopped parsley to the pot.
Pour in the hot broth and cook slowly for 3 hours.
Season with salt and pepper to taste and serve hot.
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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Okra + parsleytop 3% of all pairsSmell alikestrongCooked together206 recipes
Shared aroma: coumarin (sweet, hay).
-
Tomato + okratop 3% of all pairsSmell alikemoderateCooked together327 recipes
Shared aroma: damascenone (apple, rose).
-
Onion + okratop 4% of all pairsSmell alikestrongCooked together715 recipes
Shared aroma: coumarin (sweet, hay).
-
Tomato + peppertop 7% of all pairsSmell alikemoderateCooked together17,923 recipes
Shared aroma: 2-isopropyl-3-methoxypyrazine (earthy, pea).
Ranks compare each pair with 20,000 random ingredient pairs on CompKitchen. How we score pairs
What each ingredient does
- Bacon or fat ham
- Provides fat for frying the onion and adds a smoky, savory flavor to the broth.
- Onion
- Browning in the fat builds sweetness and savory depth into the soup base.
- Tomatoes
- Add acidity, body, and fresh flavor as they soften during the long simmer.
- Okra
- Releases natural thickening starch during slow cooking, giving the soup body.
- Broth
- Forms the liquid base of the soup and carries the flavors of the other ingredients.
The step that matters
Cook slowly for 3 hours. A long, gentle simmer lets the okra release its starch to thicken the soup and lets the tomatoes and broth blend into one flavor. Boiling hard can break down the vegetables unevenly.
Swap the onion
How well each one fits the dish's main ingredients (ham, tomato, okra, parsley, pepper):
- Capsicumfits better
- Carrotfits better
- Eggplantfits better
- Onionthe original
Fit is the average pairing score against ham, tomato, okra, parsley, 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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