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01 · Parse & refine

We do the
mental load for you.

Reading a recipe means holding a dozen things in your head at once — what goes where, what gets mixed, what's for later. Our refined models do that processing for you, grouping ingredients by their role and splitting steps into prep, cook, and finish.

Smart groupingOur model groups ingredients to match the recipe — marinade, sauce, whatever fits.
Phased stepsPrep, cook and finish separated so you can read ahead.
What you paste
4 eggs, 200g guanciale…
100g pecorino, 400g spaghetti…
pepper, salt, 1 pot water
What you get
Sauceegg yolks · pecorino · pepper
Pastaspaghetti · guanciale · salt
Bolognese15 · grouped into 4
OriginalRefined
Ingredients15
Soffritto
1 tbspvegetable oil
3 tbspbutter, reserve 1 tbsp for finishing
0.5 cupchopped onion
0.67 cupchopped celery
0.67 cupchopped carrot
Meat
0.75 lbground beef chuck
salt, black pepper
Sauce liquids
1 cupwhole milk
whole nutmeg
1 cupdry white wine
1.5 cupsItalian plum tomatoes
Finish
1.25 lbpasta
1 tbspbutter, for tossing
Parmigiano-Reggiano
Instructions8
Prep
1Chop onion, celery, carrot. Set aside as the Soffritto.
2Season ground beef lightly with salt and pepper. Set aside as the Meat.
3Measure milk and wine. Cut tomatoes. Set aside as Sauce liquids.
Cook
1Heat oil and butter in a heavy pot. Toss in the Soffritto and stir until translucent, about 5 min.
2Add the Meat, crumbling with a fork. Cook until no pink remains.
3Add milk; simmer until absorbed. Grate in 1/8 tsp nutmeg.
4Add wine, then tomatoes. Simmer 3 hours, adding water as needed.
Finish
1Toss pasta with sauce and reserved butter. Serve with Parmigiano.
Ingredients15
1 tbspvegetable oil
3 tbspbutter, reserve 1 tbsp for finishing
0.5 cupchopped onion
0.67 cupchopped celery
0.67 cupchopped carrot
0.75 lbground beef chuck
salt
black pepper, ground fresh
1 cupwhole milk
whole nutmeg
1 cupdry white wine
1.5 cupscanned Italian plum tomatoes, with juice
1.25 lbpasta
1 tbspbutter, for tossing
Parmigiano-Reggiano, at the table
Instructions5
1Put oil, butter and onion in the pot over medium heat. Cook until translucent, then add celery and carrot. Stir for 2 min to coat.
2Add ground beef with a pinch of salt and pepper. Crumble with a fork, cook until no red remains.
3Add milk; simmer until bubbled away. Grate in ⅛ tsp nutmeg and stir.
4Add wine, simmer to evaporate, then tomatoes. Cook uncovered at the laziest simmer for 3 hours, adding ½ cup water as needed.
5Toss with drained pasta and reserved butter. Serve with Parmigiano-Reggiano.
Your brain, off-loaded.  Our refined models group these 15 ingredients into 4 roles and split a dense 5-step paragraph into prep · cook · finish — so you're never holding the whole recipe in your head at once.
03 · Plan & shop

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