Ina's Roasted Asparagus Recipe Ina Garten Food Network K1 Case

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The original submission: a PDF

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L1

Level 1: 15 lines

1Roasted Asparagus
2Recipe courtesy of Ina Garten
3Level: Easy
4Total: 35 min
5Prep: 10 min
6Cook: 25 min
7Yield: 8 servings
8Ingredients:
92 pounds fresh asparagus
10Good olive oil
11Kosher salt, plus extra for sprinkling
12Freshly ground black pepper
13Directions:
14Preheat the oven to 400 degrees F.
15Break off the tough ends of the asparagus and, if they're thick, peel them. Place the asparagus on a baking sheet, drizzle with olive oil, then toss to coat the asparagus completely. Spread the asparagus in a single layer and sprinkle liberally with salt and pepper. Roast the asparagus for 25 minutes, until tender but still crisp.

L2 corrected

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

Title

Title	Serves	Total time
Roasted Asparagus	8 to 8	35 min to 35 min

Cook Time

Prep	Cook	Total
10 min	25 min	35 min

Ingredients

#	Ingredient	Heading
1	2 pounds fresh asparagus
2	Good olive oil
3	Kosher salt, plus extra for sprinkling
4	Freshly ground black pepper

Ingredient Components

#	Quantity	Unit	Ingredient	Prep	Sub rows (added at)
1	2	pounds	fresh asparagus		step 2: 2 pounds
2	unspecifiable		good olive oil		step 5: unspecifiable
3	extra		kosher salt, plus extra for sprinkling		step 8: extra
4	unspecifiable		black pepper	freshly ground	step 8: unspecifiable

Cooking Sentences

#	Section	Sentence
1	1	Preheat the oven to 400 degrees F.
2	2	Break off the tough ends of the asparagus and, if they're thick, peel them.
3	2	Place the asparagus on a baking sheet, drizzle with olive oil, then toss to coat the asparagus completely.
4	2	Spread the asparagus in a single layer and sprinkle liberally with salt and pepper.
5	2	Roast the asparagus for 25 minutes, until tender but still crisp.

Cooking Steps

#	Step
1	Preheat the oven to 400 degrees F.
2	Break off the tough ends of the asparagus
3	If the asparagus are thick, peel them.
4	Place the asparagus on a baking sheet
5	Drizzle the asparagus with olive oil
6	Toss to coat the asparagus completely.
7	Spread the asparagus in a single layer
8	Sprinkle the asparagus liberally with salt and pepper.
9	Roast the asparagus for 25 minutes, until tender but still crisp.

Extras

Name	Text
untitled	Recipe courtesy of Ina Garten
Level	Easy

Metric

#	Ingredient	Quantity	Unit	Sub rows
1	fresh asparagus	907	g	step 2: 907 g
2	good olive oil			step 5: (blank)
3	kosher salt, plus extra for sprinkling			step 8: (blank)
4	black pepper			step 8: (blank)

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

K0

Line roles and recipe starts · code + Haiku

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.

Why a model is needed here. This is a pdf, so its Level 1 is plain transcribed text with no role tags. A web-page Level 1 carries tags and skips the model entirely.
Code guesses first. Code gives every line a rough first role.
Haiku checks. Haiku 5.5, thinking off, with the full verbatim rules for this step, sees all 15 lines (each cut at 240 characters) with code's guess. It returns one role per line and the line where each recipe's title starts.
Code keeps the valid answers. A role is kept only if the line number and role are real. A line Haiku skips keeps code's guess, and if the call fails, code's guesses stand.

This run: P-FAST-R18, K0 and K1 only, newest rules (--packs 2026-11-04), Nov 4
When: 0.00 s to 2.25 s of 4.0 s
Model: Haiku 5.5, thinking off
Time: 1.5 s
Cost: $0.00040
Tokens: 26,593 rules (cached) + 316 new in, 211 out
Haiku's answer: 15 lines answered, 3 changed from code's guess

Output

Result after K0

1 title, 3 note, 3 time, 2 other, 4 ingredient, 2 method. One recipe, starting at line 1.

1Roasted Asparagustitlerecipe starts here
2Recipe courtesy of Ina Gartennote
3Level: Easynote
4Total: 35 mintime
5Prep: 10 mintime
6Cook: 25 mintime
7Yield: 8 servingsnote
8Ingredients:other
92 pounds fresh asparagusingredient
10Good olive oilingredient
11Kosher salt, plus extra for sprinklingingredient
12Freshly ground black pepperingredient
13Directions:other
14Preheat the oven to 400 degrees F.method
15Break off the tough ends of the asparagus and, if they're thick, peel them. Place the asparagus on a baking sheet, drizzle with olive oil, then toss to coat the asparagus completely. Spread the asparagus in a single layer and sprinkle liberally with salt and pepper. Roast the asparagus for 25 minutes, until tender but still crisp.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, 7, 8, 13), 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: 2.25 s to 4.03 s of 4.0 s
Model: Haiku 5.5, thinking off
Time: 1.2 s
Cost: $0.00024
Tokens: 14,273 rules (cached) + 279 new in, 136 out

Output

Result after K1

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

Title

Title	Serves	Total time
Roasted Asparagus	(blank)	35 min to 35 min

Cook Time

Prep	Cook	Total
10 min	25 min	35 min

Extras

Name	Text
untitled	Recipe courtesy of Ina Garten
Level	Easy
Yield	8 servings

Answer

L2 corrected

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

Title

Title	Serves	Total time
Roasted Asparagus	8 to 8	35 min to 35 min

Cook Time

Prep	Cook	Total
10 min	25 min	35 min

Extras

Name	Text
untitled	Recipe courtesy of Ina Garten
Level	Easy
missing here