Why it works: Carrot and turnip match in chemistry and in kitchens. They rank in the top 1% of all ingredient pairs, and cooks put them together in 8,002 recipes. Both carry coumarin, which smells sweet, hay. The science ↓
Beef Soup
Ingredients
Directions
Make the soup
Simmer the soup meat in a large pot for 2 hours.
Remove the meat and add the barley, carrots, onions, and turnips.
Boil the soup for 1 hour.
Season with pepper, coarse sea salt, cloves, and spices.
Thicken and serve
Mix flour and water to a syrup‑like consistency and stir in to thicken the soup.
Boil for an additional 10 minutes before serving.
Keep the beef hot until ready to 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 + turniptop 1% of all pairsSmell alikestrongCooked together8,002 recipes
Shared aroma: coumarin (sweet, hay).
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Barley + turniptop 2% of all pairsSmell alikestrongCooked together629 recipes
Shared aroma: coumarin (sweet, hay).
-
Pepper + clovetop 5% of all pairsSmell alikestrongCooked together17,451 recipes
Shared aroma: ethyl octanoate (fruity, wine).
-
Carrot + clovetop 5% of all pairsSmell alikestrongCooked together5,873 recipes
Shared aroma: cuminaldehyde (Spicy, cumin).
-
Onion + turniptop 5% of all pairsSmell alikestrongCooked together7,585 recipes
Shared aroma: coumarin (sweet, hay).
Ranks compare each pair with 20,000 random ingredient pairs on CompKitchen. How we score pairs
What each ingredient does
- Barley
- Swells as it cooks, adding body and a chewy texture to the broth.
- Carrots
- Add sweetness and color, and hold their shape through long simmering.
- Flour
- Thickens the broth as its starch swells with heat, giving it body.
- Soup meat
- Releases gelatin and flavor into the broth, especially from bone.
The step that matters
Stirring in the flour and water mixture. Flour added to hot liquid can clump if not first mixed smooth with water. Thorough stirring and a short boil let the starch swell evenly and fully thicken the soup.
Swap the onion
How well each one fits the dish's main ingredients (meat, barley, carrot, turnip, pepper, clove, flour):
- Leekfits better
- Parsnipfits better
- Arrowrootfits better
- Onionthe original
Fit is the average pairing score against meat, barley, carrot, turnip, pepper, clove, 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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