Name: Gumbo Soup
Ingredients: 6 pounds fresh beef; 6 quarts water; 2 quarts finely minced okra; 12 ripe tomatoes; ½ pint Lima beans; 4 leaves finely cut parsley; 2 thinly sliced turnips; Coarse sea salt to taste

Why it works: Okra and turnip share more aroma than cooks usually use. They rank in the top 1% of all ingredient pairs, and cooks put them together in 53 recipes. Both carry coumarin, which smells sweet, hay. The science ↓

Gumbo Soup

Ingredients

Directions

In a large pot, boil the beef in 6 quarts of water for 1 hour.
Add the okra, tomatoes, lima beans, parsley, and turnips.
Season with coarse sea salt to taste.
Cook for an additional 1.5 hours.

Recipe from a historical cookbook (Internet Archive).

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.

Okra + turniptop 1% of all pairs

Smell alikestrong

Cooked together53 recipes

Shared aroma: coumarin (sweet, hay).
Parsley + turniptop 2% of all pairs

Smell alikestrong

Cooked together2,842 recipes

Shared aroma: coumarin (sweet, hay).
Okra + parsleytop 3% of all pairs

Smell alikestrong

Cooked together206 recipes

Shared aroma: coumarin (sweet, hay).
Okra + lima beanstop 3% of all pairs

Smell alikestrong

Cooked together64 recipes

Shared aroma: 2-isobutyl-3-methoxypyrazine (green bell pepper, earthy).
Okra + tomatotop 3% of all pairs

Smell alikemoderate

Cooked together327 recipes

Shared aroma: damascenone (apple, rose).

Ranks compare each pair with 20,000 random ingredient pairs on CompKitchen. How we score pairs

What each ingredient does

Beef: Gives the broth its rich, savory meaty flavor as it simmers.
Okra: Releases natural thickening starch into the broth, giving gumbo its body.
Tomatoes: Add acidity and sweetness that balance the rich broth.
Lima beans: Add starch and body, thickening the broth and adding texture.
Turnips: Add mild sweetness and a soft, tender texture after long cooking.

Swap the lima beans

How well each one fits the dish's main ingredients (beef, okra, tomato, parsley, turnip):

Lentilsfits better
Beansfits better
Chickpeafits better
Lima beansthe original

Fit is the average pairing score against beef, okra, tomato, parsley, turnip. 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.