Fantasy Fudge K1 Case

Raw

The original submission: a web page

The original submission is a web page:

https://dinnerthendessert.com/fantasy-fudge/

L1

Level 1: 20 lines

1Fantasy Fudge
2Fantasy Fudge is a creamy, melt-in-your-mouth chocolate fudge holiday dessert (for easy gifts too!) with marshmallow creme, and crunchy walnuts throughout.
3Yield 24 Pieces
4Prep Time 5 minutes
5Cook Time 10 minutes
6Total Time 4 hours 15 minutes
73 cups sugar
83/4 cup unsalted butter
92/3 cup evaporated milk , (5 ounces)
1012 ounces semi-sweet chocolate chips
117 ounces marshmallow Creme
121 teaspoon vanilla extract
131 cup walnuts , chopped
14Line an 8x8 pan with foil and spray with vegetable oil spray.
15To a large pot add the sugar, butter and evaporated milk on medium-high heat.
16Bring to a boil, stir constantly, and cook for 7-8 minutes when it reaches 234 degrees.
17Turn off the heat and stir in the chocolate chips and marshmallow creme.
18Add in the vanilla and walnuts and mix.
19Spread into baking pan gently.
20Refrigerate for 4 hours before slicing.

L2 corrected

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

Title

Title	Serves	Total time
Fantasy Fudge	(blank)	4 hours 15 minutes to 4 hours 15 minutes

Cook Time

Prep	Cook	Total
5 minutes	10 minutes	4 hours 15 minutes

Ingredients

#	Ingredient	Heading
1	3 cups sugar
2	3/4 cup unsalted butter
3	2/3 cup evaporated milk , (5 ounces)
4	12 ounces semi-sweet chocolate chips
5	7 ounces marshmallow Creme
6	1 teaspoon vanilla extract
7	1 cup walnuts , chopped

Ingredient Components

#	Quantity	Unit	Ingredient	Prep	Sub rows (added at)
1	3	cups	sugar		step 3: 3 cups
2	3/4	cup	unsalted butter		step 3: 3/4 cup
3	2/3	cup	evaporated milk , (5 fl oz)		step 3: 2/3 cup
4	12	weight ounces	semi-sweet chocolate chips		step 8: 12 weight ounces
5	7	weight ounces	marshmallow Creme		step 8: 7 weight ounces
6	1	teaspoon	vanilla extract		step 9: 1 teaspoon
7	1	cup	walnuts	chopped	step 9: 1 cup

Cooking Sentences

#	Section	Sentence
1	1	Line an 8x8 pan with foil and spray with vegetable oil spray.
2	2	To a large pot add the sugar, butter and evaporated milk on medium-high heat.
3	3	Bring to a boil, stir constantly, and cook for 7-8 minutes when it reaches 234 degrees.
4	4	Turn off the heat and stir in the chocolate chips and marshmallow creme.
5	5	Add in the vanilla and walnuts and mix.
6	6	Spread into baking pan gently.
7	7	Refrigerate for 4 hours before slicing.

Cooking Steps

#	Step
1	Line an 8x8 pan with foil
2	Spray the pan with vegetable oil spray.
3	To a large pot add the sugar, butter and evaporated milk on medium-high heat.
4	Bring the pot to a boil
5	Stir the sugar, butter and evaporated milk constantly
6	Cook the sugar, butter and evaporated milk for 7-8 minutes when it reaches 234 degrees.
7	Turn off the heat
8	Stir in the chocolate chips and marshmallow creme into the pot.
9	Add in the vanilla and walnuts to the pot
10	Mix the fudge.
11	Spread the fudge from the pot into baking pan gently.
12	Refrigerate the fudge for 4 hours
13	Slice the fudge.

Extras

Name	Text
untitled	Fantasy Fudge is a creamy, melt-in-your-mouth chocolate fudge holiday dessert (for easy gifts too!) with marshmallow creme, and crunchy walnuts throughout.
untitled	Yield 24 Pieces

Metric

#	Ingredient	Quantity	Unit	Sub rows
1	sugar	710	ml	step 3: 710 ml
2	unsalted butter	177	ml	step 3: 177 ml
3	evaporated milk , (5 fl oz)	158	ml	step 3: 158 ml
4	semi-sweet chocolate chips	340	g	step 8: 340 g
5	marshmallow Creme	198	g	step 8: 198 g
6	vanilla extract	4.9	ml	step 9: 4.9 ml
7	walnuts	237	ml	step 9: 237 ml

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 1.7 s
Model: None: no model call
Time: under 0.01 s
Cost: $0

Output

Result after K0

1 title, 1 headnote, 1 note, 3 time, 7 ingredient, 7 method. One recipe, starting at line 1.

1Fantasy Fudgetitlerecipe starts here
2Fantasy Fudge is a creamy, melt-in-your-mouth chocolate fudge holiday dessert (for easy gifts too!) with marshmallow creme, and crunchy walnuts throughout.headnote
3Yield 24 Piecesnote
4Prep Time 5 minutestime
5Cook Time 10 minutestime
6Total Time 4 hours 15 minutestime
73 cups sugaringredient
83/4 cup unsalted butteringredient
92/3 cup evaporated milk , (5 ounces)ingredient
1012 ounces semi-sweet chocolate chipsingredient
117 ounces marshmallow Cremeingredient
121 teaspoon vanilla extractingredient
131 cup walnuts , choppedingredient
14Line an 8x8 pan with foil and spray with vegetable oil spray.method
15To a large pot add the sugar, butter and evaporated milk on medium-high heat.method
16Bring to a boil, stir constantly, and cook for 7-8 minutes when it reaches 234 degrees.method
17Turn off the heat and stir in the chocolate chips and marshmallow creme.method
18Add in the vanilla and walnuts and mix.method
19Spread into baking pan gently.method
20Refrigerate for 4 hours before slicing.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, 6), 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 1.72 s of 1.7 s
Model: Haiku 5.5, thinking off
Time: 1.0 s
Cost: $0.00024
Tokens: 14,273 rules (cached) + 332 new in, 132 out

Output

Result after K1

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

Title

Title	Serves	Total time
Fantasy Fudge	(blank)	4 hours 15 minutes to 4 hours 15 minutes

Cook Time

Prep	Cook	Total
5 minutes	10 minutes	4 hours 15 minutes

Extras

Name	Text
untitled	Fantasy Fudge is a creamy, melt-in-your-mouth chocolate fudge holiday dessert (for easy gifts too!) with marshmallow creme, and crunchy walnuts throughout.
Yield	Yield 24 Pieces

Answer

L2 corrected

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

Title

Title	Serves	Total time
Fantasy Fudge	(blank)	4 hours 15 minutes to 4 hours 15 minutes

Cook Time

Prep	Cook	Total
5 minutes	10 minutes	4 hours 15 minutes

Extras

Name	Text
untitled	Fantasy Fudge is a creamy, melt-in-your-mouth chocolate fudge holiday dessert (for easy gifts too!) with marshmallow creme, and crunchy walnuts throughout.
untitled	Yield 24 Pieces