Why it works: Ketchup and sauce match in chemistry and in kitchens. They rank in the top 1% of all ingredient pairs, and cooks put them together in 1,099 recipes. Both carry ethanol, which smells alcoholic, ethereal. The science ↓
Ox-tail Soup
Ingredients
Directions
Prepare the broth
Wash the oxtails clean and place them in a kettle with nearly 1 gallon of cold water.
Cook the meat until tender, then add a small handful of coarse sea salt.
Remove the bones and let the soup stand covered until the next day.
Two hours before serving, skim off the fat.
Finish and serve
Add the chopped onion, grated carrot, and summer savory.
Season with pepper, tomato ketchup, and Worcestershire sauce.
Boil for 1.5 hours and serve very 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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Ketchup + saucetop 1% of all pairsSmell alikestrongCooked together1,099 recipes
Shared aroma: ethanol (alcoholic, ethereal).
-
Carrot + peppertop 6% of all pairsSmell alikestrongCooked together14,555 recipes
Shared aroma: 2-isopropyl-3-methoxypyrazine (earthy, pea).
-
Carrot + tomatotop 6% of all pairsSmell alikestrongCooked together3,606 recipes
Shared aroma: 2-isopropyl-3-methoxypyrazine (earthy, pea).
-
Onion + carrottop 6% of all pairsSmell alikemoderateCooked together21,601 recipes
Shared aroma: 2-isopropyl-3-methoxypyrazine (earthy, pea).
-
Summer savory + peppertop 7% of all pairsSmell alikemoderateCooked together671 recipes
Shared aroma: estragole (anise, licorice).
Ranks compare each pair with 20,000 random ingredient pairs on CompKitchen. How we score pairs
What each ingredient does
- Oxtails
- Provide the meat and collagen that give the broth its body and rich flavor.
- Onion
- Adds savory sweetness and aroma as it softens in the broth.
- Carrot
- Contributes natural sweetness and body to the soup.
- Tomato ketchup
- Adds acidity and sweet tang that rounds out the savory broth.
- Worcestershire sauce
- Adds fermented, savory depth and umami to the broth.
The step that matters
Skim off the fat before the final boil. Fat that rises from the meat can make the soup greasy and dull in flavor. Chilling the soup overnight lets the fat solidify on the surface so it lifts off cleanly.
Swap the summer savory
How well each one fits the dish's main ingredients (onion, carrot, pepper, tomato, ketchup, sauce):
- Celeryfits better
- Parsleyfits better
- Thymefits better
- Summer savorythe original
Fit is the average pairing score against onion, carrot, pepper, tomato, ketchup, sauce. 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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