Brown Butter Toffee Milkshake K1 Case

Raw

The original submission: a web page

The original submission is a web page:

https://www.twopeasandtheirpod.com/brown-butter-toffee-milkshake/

L1

Level 1: 12 lines

1Brown Butter Toffee Milkshake
2The brown butter makes this milkshake an extra special treat!
3Prep Time 15 mins
4Total Time 15 mins
5Servings 1 large shake or 2 small shakes
64 tablespoons butter
72 1/2 cups vanilla ice cream
81/2 cup milk
91/2 cup chopped toffee candy bar Heath or Skor
10Whipped cream and extra chopped candy bars for garnish if desired
11In a small saucepan, melt the butter over medium-low heat and continue to cook, swirling occasionally, until butter turns golden brown and has a nutty aroma. Remove from heat. Pour into a bowl to stop the cooking, leaving any burned sediment behind; let cool completely.
12In blender combine the vanilla ice cream, milk, toffee and cooled brown butter. Blend until smooth. Pour into glass and garnish with whipped cream and toffee, if desired. Serve immediately.

L2 corrected

Level 2, Oct 27 answer key (no settlement needed), the newest

Title

Title	Serves	Total time
Brown Butter Toffee Milkshake	1 to 2	15 mins to 15 mins

Cook Time

Prep	Cook	Total
15 mins	(blank)	15 mins

Ingredients

#	Ingredient	Heading
1	4 tablespoons butter
2	2 1/2 cups vanilla ice cream
3	1/2 cup milk
4	1/2 cup chopped toffee candy bar Heath or Skor
5	Whipped cream and extra chopped candy bars for garnish if desired

Ingredient Components

#	Quantity	Unit	Ingredient	Prep	Optional	Sub rows (added at)
1	4	tablespoons	butter			step 1: 4 tablespoons
2	2 1/2	cups	vanilla ice cream			step 6: 2 1/2 cups
3	1/2	cup	milk			step 7: 1/2 cup
4	1/2	cup	toffee candy bar Heath or Skor	chopped		step 7: 1/2 cup
5	unspecifiable		whipped cream for garnish		yes	step 10: unspecifiable
6	extra		extra candy bars for garnish	chopped	yes	step 10: extra

Cooking Sentences

#	Section	Sentence
1	1	In a small saucepan, melt the butter over medium-low heat and continue to cook, swirling occasionally, until butter turns golden brown and has a nutty aroma.
2	1	Remove from heat.
3	1	Pour into a bowl to stop the cooking, leaving any burned sediment behind; let cool completely.
4	2	In blender combine the vanilla ice cream, milk, toffee and cooled brown butter.
5	2	Blend until smooth.
6	2	Pour into glass and garnish with whipped cream and toffee, if desired.
7	2	Serve immediately.

Cooking Steps

#	Step
1	In a small saucepan, melt the butter over medium-low heat
2	Continue to cook the butter, swirling occasionally, until butter turns golden brown and has a nutty aroma.
3	Remove the saucepan from heat.
4	Pour the butter from the saucepan into a bowl to stop the cooking, leaving any burned sediment behind
5	Let the butter cool completely.
6	Add the vanilla ice cream to blender
7	Add the milk, toffee and cooled brown butter from the bowl to the blender with the vanilla ice cream in it.
8	Blend the vanilla ice cream, milk, toffee and cooled brown butter until smooth.
9	Pour the vanilla ice cream, milk, toffee and cooled brown butter from the blender with the vanilla ice cream in it into glass
10	Garnish glass with whipped cream and toffee, if desired.
11	Serve immediately.

Extras

Name	Text
untitled	The brown butter makes this milkshake an extra special treat!
untitled	large shake or 2 small shakes

Metric

#	Ingredient	Quantity	Unit	Sub rows
1	butter	59	ml	step 1: 59 ml
2	vanilla ice cream	591	ml	step 6: 591 ml
3	milk	118	ml	step 7: 118 ml
4	toffee candy bar Heath or Skor	118	ml	step 7: 118 ml
5	whipped cream for garnish			step 10: (blank)
6	extra candy bars for garnish			step 10: (blank)

Empty in this Level 2: choice points, records, suggested equipment, goes with.

K0

Line roles and recipe starts · code

Input and method

What K0 does to it

Inputs to K0

What it reads	Made by	Does K0 wait for it?
Every Level 1 line	Level 1	yes, it is there from the start
Web pages only: each line's role tag from the page	Level 1	yes, it is there from the start

Waits for: nothing; it runs first

Ran at the same time as, in this run: nothing

K0 labels every Level 1 line with its role, and marks the line where each recipe starts. Every later step reads these labels: K1 takes the title and servings lines, K2 the ingredient lines, K4 the method lines.

Code reads the tags. This is a web page, so its Level 1 carries a role tag on each line from the page's own structure. Code reads them; no model is called.

This run: P-FAST-R18, K0 and K1 only, newest rules (--packs 2026-11-04), Nov 4
When: 0.00 s to 0.00 s of 2.1 s
Model: None: no model call
Time: under 0.01 s
Cost: $0

Output

Result after K0

1 title, 1 headnote, 2 time, 1 servings, 5 ingredient, 2 method. One recipe, starting at line 1.

1Brown Butter Toffee Milkshaketitlerecipe starts here
2The brown butter makes this milkshake an extra special treat!headnote
3Prep Time 15 minstime
4Total Time 15 minstime
5Servings 1 large shake or 2 small shakesservings
64 tablespoons butteringredient
72 1/2 cups vanilla ice creamingredient
81/2 cup milkingredient
91/2 cup chopped toffee candy bar Heath or Skoringredient
10Whipped cream and extra chopped candy bars for garnish if desiredingredient
11In a small saucepan, melt the butter over medium-low heat and continue to cook, swirling occasionally, until butter turns golden brown and has a nutty aroma. Remove from heat. Pour into a bowl to stop the cooking, leaving any burned sediment behind; let cool completely.method
12In blender combine the vanilla ice cream, milk, toffee and cooled brown butter. Blend until smooth. Pour into glass and garnish with whipped cream and toffee, if desired. Serve immediately.method

K1

Title, Cook Time, Extras · code + Haiku

Input and method

What K1 does to it

Inputs to K1

What it reads	Made by	Does K1 wait for it?
Lines that are not ingredient, method or heading lines	Level 1	yes, it is there from the start
Each line's role	K0	yes

Waits for: K0

Ran at the same time as, in this run: nothing

K1 fills three tables: Title (name, servings, total time), Cook Time (prep, cook, total) and Extras (text that is not a step or an ingredient, such as the headnote).

Code drafts all three. Title: the first title lines. Servings: a pattern match for lower and upper numbers, with leftover words sent to Extras. Times: a pattern match for each label and its value. Extras: the headnote, note and label lines.
Haiku checks two things. Haiku 5.5, thinking off, with Ryan's R1 to R21 rules, sees only the lines that are not ingredients or method (here lines 1, 2, 3, 4, 5), plus code's draft. It returns the Cook Time label and value pairs, and which lines go to Extras with a name for each. It never writes the title, the servings or the Extras text.
Code keeps only what is printed. A time is kept only if its value is printed on a time line. Extras text is always copied word for word from Level 1. If the call fails, code's draft stands.
Then the Nov 4 rules step. Code, right after K1: a "Takes" line fills the total time (R82), a title loses a closing colon (R80), "Serves 4 as a main, 8 or more as a side" gives 4 to 8 (R81), and an Extras note keeps its mark or number in its name (R77).

This run: P-FAST-R18, K0 and K1 only, newest rules (--packs 2026-11-04), Nov 4
When: 0.00 s to 2.10 s of 2.1 s
Model: Haiku 5.5, thinking off
Time: 0.9 s
Cost: $0.00022
Tokens: 14,273 rules (cached) + 232 new in, 102 out

Output

Result after K1

3 of 4 rows match L2 corrected. Bold text differs.

Title

Title	Serves	Total time
Brown Butter Toffee Milkshake	1 to 1	15 mins to 15 mins

Cook Time

Prep	Cook	Total
15 mins	(blank)	15 mins

Extras

Name	Text
untitled	The brown butter makes this milkshake an extra special treat!
untitled	large shake or 2 small shakes

Answer

L2 corrected

The Oct 27 answer key (no settlement needed). Bold text differs from the run.

Title

Title	Serves	Total time
Brown Butter Toffee Milkshake	1 to 2	15 mins to 15 mins

Cook Time

Prep	Cook	Total
15 mins	(blank)	15 mins

Extras

Name	Text
untitled	The brown butter makes this milkshake an extra special treat!
untitled	large shake or 2 small shakes