Fable
The archive hired a literacy craftsman for old photos
The old archive received a batch of damp account pages. The ink had bled, the rows were slanted, and many characters had only half remaining. The newcomer copied entire pages, often mistaking stains for numbers and misreading connected strokes, and the errors were carried into the new accounts.
At first the curator only urged him to copy faster and more neatly, with little effect. So the old archivist first straightened each page and divided the lines, then identified the characters one by one; for amounts and names, he cross-checked them against the surrounding text and the old ledger format.
Characters that cannot be confidently recognized must not be forced in; the original page position and a marker of doubt must be left, and the matter handed to personnel familiar with the accounts for review. Organized this way, the account page is not just turned into a block of text; it also preserves where each character came from and how confident the reading is.
Weeks later, the archive could finally search these old ledgers and also go back to the original images to check key numbers. Turning the text in images into usable data is difficult both in recognition and in acknowledging uncertainty.