Why it works: Butter and sauce are a kitchen classic. They rank in the top 15% of all ingredient pairs, and cooks put them together in 15,338 recipes. Both carry ethanol, which smells alcoholic, ethereal. The science ↓
To Boil Mackerel
Ingredients
Directions
Prepare
Open the mackerel to wash them thoroughly.
Replace the roes inside the fish.
Cook and serve
Place the fish in warm water and simmer for 15 minutes.
Serve on a napkin with melted butter and gooseberry sauce.
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.
-
Butter + saucetop 15% of all pairsSmell alikelowCooked together15,338 recipes
Shared aroma: ethanol (alcoholic, ethereal).
-
Butter + gooseberrytop 18% of all pairsSmell alikemoderateCooked together70 recipes
Shared aroma: ethyl octanoate (fruity, wine).
-
Gooseberry + saucetop 24% of all pairsSmell alikemoderateCooked together44 recipes
Shared aroma: ethanol (alcoholic, ethereal).
Butter and sauce barely smell alike, yet cooks put them together in 15,338 recipes: they work on texture and structure more than aroma.
Ranks compare each pair with 20,000 random ingredient pairs on CompKitchen. How we score pairs
What each ingredient does
- Mackerel
- Forms the main body of the dish, providing the flesh that is cooked and served.
- Melted butter
- Adds richness and fat to the fish, giving a smooth, savoury coating when served.
- Gooseberry sauce
- Adds acidity and tartness that contrasts with the rich, oily flesh of the mackerel.
The step that matters
Place the fish in warm water and simmer for 15 minutes. Simmering gently rather than boiling vigorously cooks the fish evenly and keeps the delicate flesh from breaking apart or becoming tough as the proteins set.
Swap the gooseberry
How well each one fits the dish's main ingredients (butter, sauce):
- Coconutfits better
- Avocadofits about as well
- Peachfits about as well
- Gooseberrythe original
Fit is the average pairing score against butter, 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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