Why it works: Pepper and carrot match in chemistry and in kitchens. They rank in the top 6% of all ingredient pairs, and cooks put them together in 14,555 recipes. Both carry 2-isopropyl-3-methoxypyrazine, which smells earthy, pea. The science ↓
Beef Goulash
Ingredients
Directions
Prepare
Fry the salt pork in a pan until crisp.
Roll the diced steak in flour and fry in the salt pork fat.
Simmer and finish
Transfer the steak to a kettle and cover with boiling water.
Add the bay leaf and green pepper, then boil slowly for 2½ hours.
One hour before serving, add onions, carrots, and tomatoes, and thicken if necessary.
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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Pepper + carrottop 6% of all pairsSmell alikestrongCooked together14,555 recipes
Shared aroma: 2-isopropyl-3-methoxypyrazine (earthy, pea).
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Carrot + tomatotop 6% of all pairsSmell alikestrongCooked together3,606 recipes
Shared aroma: 2-isopropyl-3-methoxypyrazine (earthy, pea).
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Onion + carrottop 6% of all pairsSmell alikemoderateCooked together21,601 recipes
Shared aroma: 2-isopropyl-3-methoxypyrazine (earthy, pea).
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Pepper + tomatotop 7% of all pairsSmell alikemoderateCooked together17,923 recipes
Shared aroma: 2-isopropyl-3-methoxypyrazine (earthy, pea).
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Onion + tomatotop 8% of all pairsSmell alikemoderateCooked together20,633 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
- Round steak
- Long simmering breaks down the lean meat into tender, pull-apart pieces.
- Salt pork
- Its rendered fat browns the flour-coated steak and adds savory richness.
- Flour
- Coats the steak so it browns and later helps thicken the sauce.
- Tomatoes
- Add acidity and body to the braising liquid, building the goulash flavor.
- Onions
- Sweeten as they cook slowly, adding depth to the sauce.
The step that matters
Fry the steak in salt pork fat. Flour-coated meat must brown well in hot fat so it develops roasted, savory flavor before simmering. Crowding the pan or under-heating it steams the meat, leaving the sauce flat and grey.
Swap the onion
How well each one fits the dish's main ingredients (pork, flour, pepper, carrot, tomato):
- Capsicumfits better
- Potatofits better
- Okrafits better
- Onionthe original
Fit is the average pairing score against pork, flour, pepper, carrot, tomato. 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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