Why it works: Parsley and celery match in chemistry and in kitchens. They rank in the top 1% of all ingredient pairs, and cooks put them together in 6,810 recipes. Both carry 4'-methylacetophenone, which smells bitter almond. The science ↓
Pea Soup
Ingredients
Directions
Prepare
Soak the split peas overnight.
Combine soaked peas and water in a large pot.
Bring the mixture to a boil.
Cook and finish
Add parsley, cayenne pepper, salt, and celery seed to taste.
Simmer until peas are tender.
Pass the soup through a sieve.
Stir in the butter until melted.
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.
Photo for illustrative purposes only · Contact us to use it
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.
-
Parsley + celerytop 1% of all pairsSmell alikestrongCooked together6,810 recipes
Shared aroma: 4'-methylacetophenone (bitter almond).
-
Parsley + peppertop 2% of all pairsSmell alikestrongCooked together34,122 recipes
Shared aroma: 4'-methylacetophenone (bitter almond).
-
Pepper + celerytop 5% of all pairsSmell alikestrongCooked together16,012 recipes
Shared aroma: 4'-methylacetophenone (bitter almond).
-
Peas + celerytop 12% of all pairsSmell alikemoderateCooked together1,832 recipes
Shared aroma: linalool (floral, citrus).
-
Peas + parsleytop 13% of all pairsSmell alikemoderateCooked together1,885 recipes
Shared aroma: trans-2-hexenal (green, leafy).
Ranks compare each pair with 20,000 random ingredient pairs on CompKitchen. How we score pairs
What each ingredient does
- Split peas
- Form the body of the soup and thicken it as they break down during simmering.
- Butter
- Adds richness and a smooth, velvety mouthfeel to the finished soup.
The step that matters
Simmer until peas are tender. Peas must cook long enough to soften fully; undercooked peas stay grainy and do not break down into a smooth soup when passed through a sieve.
Swap the peas
How well each one fits the dish's main ingredients (parsley, pepper, celery, butter):
- Walnutfits better
- Black-eyed peafits better
- Chickpeafits better
- Peasthe original
Fit is the average pairing score against parsley, pepper, celery, butter. 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.
More split pea soup recipes
You might also like
The free Flavor Lab newsletter: one surprising pairing a week and the molecular reason it works, in 60 seconds. No spam, unsubscribe anytime.
Prefer an account? Create a free account to save pairings and unlock the full chemistry.

Green Peas229 recipes
Cream of Celery Soup113 recipes
Green Peas Soup35 recipes
Celery Stew25 recipes