Transcribe a Family Recipe Without Filling the Gaps

The AZET team prepared this guide for AZET, the operator of azet.io. It is an illustrative exercise for reference and creative exploration, not a demonstrated AZET feature.

As of 2026-10-12

A handwritten card says “2,” followed by a mark you cannot confidently read. The temptation is to complete the unit so the recipe looks usable. For a transcription, that is exactly the place to pause. A readable uncertainty preserves more information than a fluent guess.

This article uses a hypothetical family recipe card and invented fragments of handwriting. They are practice materials, not a real family's document or a usable recipe. The task is to preserve the supplied text, including its gaps, without adding ingredients, quantities, or cooking directions.

Keep a transcription and a reading note apart

Create two text layers beside the source image. The first is a line-by-line transcription. The second holds your observations about uncertain readings, crossings-out, and missing portions.

Do not silently correct spelling in the first layer. Do not reorder the lines into a familiar recipe structure. Even a word written in an unusual place may matter to the record, and moving it makes your editorial choice harder to see.

For the hypothetical card, assign the source image the label R-01-front. Number lines in your transcription so a reader can return to the corresponding area. The numbers are editorial references; make clear that they were not written on the original card.

If a reverse side has not been supplied, record that fact. “Reverse not supplied” and “reverse blank” are different claims. Only the former is supported by the absence of an image.

Work through the unclear unit without solving it

Suppose the hypothetical source packet reports four visible lines:

L01: Sunday cake
L02: flour 2 [unclear unit]
L03: sugar [crossed-out text] 1 [unclear unit]
L04: [line partly missing at torn edge]

This example is intentionally incomplete. The bracketed labels are editorial descriptions of uncertainty, not proposed readings of the missing text.

The accompanying note could say: “R-01-front, L02: numeral read as 2; following mark unresolved. L03: crossed-out text present but not transcribed; numeral 1 recorded after it. L04: part of the line is unavailable at the torn edge.”

Do not expand either unit to cups, spoonfuls, or grams. Do not infer a missing ingredient from the title. The job has been done correctly when the reader can see where certainty ends.

Define your marks before using them

A small transcription key prevents editorial notation from looking like original text. For this exercise, use square brackets only for your additions. Define three labels: [unclear] for visible but unresolved writing, [missing] for unavailable text, and [crossed out: ...] for legible text struck through in the source.

When struck-through text is unreadable, say so directly. Do not replace it with an ellipsis that might suggest omitted but known words. Likewise, distinguish a blank area from a damaged area; one does not supply evidence about the other.

If two readings remain possible after inspection, list them in the notes with their line reference. Keep the transcription itself marked uncertain.

A prompt that protects the incomplete card

Here is a hypothetical request for organizing a preliminary reading you supply:

Format my preliminary reading of a handwritten recipe card.
Preserve line order, spelling, numerals, crossings-out, and all
uncertainty markers. Do not reconstruct missing words or units.
Produce a source-faithful transcript and separate editorial notes.
Use my image label and line references. Identify inconsistent
notation, but do not resolve ambiguous handwriting from context.
Do not add ingredients, conversions, or cooking directions.

This prompt asks for help with the record you provide. It makes no assumption about any product's ability to read images.

A hypothetical failure would be a tidy ingredient list in which both unclear units become cups. Another would be deleting the crossed-out area because it seems irrelevant. Both changes remove evidence that a later reader may need.

We would review a less elegant transcript with visible gaps before accepting a smooth version that has quietly completed the card.

Compare every line with the source

Start with numerals and units. Follow each from the transcript back to the original image. Then check line order and the placement of crossings-out. Keep the image and transcript side by side so you are not comparing a cleaned version against your memory.

Next, read only the editorial notes. Every note should identify its source location and describe what you can or cannot establish. Replace “must mean” with an actual account of the visible ambiguity.

If a relative later supplies a recollection, append it with attribution and the date it was added. Do not merge it silently into the original handwriting. A family memory may be valuable while remaining a separate source from the card.

FAQ

Should I modernize spelling or punctuation?

Keep the faithful transcription unchanged. If you want a separate reading copy, label it as edited and list the changes. Neither version should hide unresolved quantities or manufacture missing directions.

What if the recipe seems obvious from context?

Context can suggest a possibility, but it does not make the handwriting clearer. Put the suggestion in a separate note only if you need to preserve it, and retain the uncertainty in the transcript.

Is the finished transcript ready to cook from?

Completion of the transcription means the supplied document has been represented faithfully. It does not mean the source is complete or that its directions have been validated. This hypothetical fragment remains incomplete after transcription.

Follow the maker project

The maker introduction published October 3, 2026 describes an email waitlist for the AZET AI assistant. This guide makes no new availability claim. For that waitlist and current project notices, visit azet.io.