MS408

Guided activity

← All activities

The Repetition Detective: is it a real language?

Learners compare a mystery text to real language and to nonsense, and discover that you can spot clues about how writing works without understanding a single word.

Ages 8–13 30–40 min whole class, small groups, or solo classroom-tested

The big idea

The Voynich Manuscript is a 600-year-old book that nobody can read. So how do researchers study it? They look for patterns — the fingerprints that real writing leaves behind — without needing to know what any word means. In this activity, learners become “repetition detectives” and do the same thing.

Set-up

Give each group three short samples, unlabeled (A, B, C):

  • A — a paragraph of ordinary English.
  • B — random gibberish (mash the keyboard, or scramble letters).
  • C — a short passage of Voynich transliteration (e.g. daiin daiin qokedy qokedy chol chol shedy).

Don’t tell them which is which yet.

Steps

  1. Hunt for repeats (10 min). In each sample, highlight any word that appears more than once. Which sample repeats words the most? Which the least?
  2. Measure word length (5 min). Are the words mostly short, mostly long, or a mix? Real languages usually have lots of short common words (the, a, of) and fewer long ones.
  3. Look at word beginnings/endings (5 min). Do many words start or end the same way? (The Voynich text does — lots of words look like cousins of each other.)
  4. Make your call (5 min). Which sample do you think is a real language? Which is nonsense? Which is the mystery? Rate your confidence: A, B, C, or D (see below).
  5. Reveal & discuss (10 min). The surprise: the mystery text (C) has strong patterns — it repeats and has word-families like a language — but that still doesn’t prove it means anything. Nonsense can be patterned too.

Confidence grades (borrowed from the real research)

Researchers on this project grade every claim: A = very sure (checked many ways) · B = fairly sure · C = a guess with some evidence · D = just a hunch. Ask learners to grade their own guesses — and to say why.

The takeaway

You can learn a lot about writing by counting patterns, even in a language nobody understands. But a pattern is a clue, not a conclusion — the honest answer about the Voynich Manuscript is still “we don’t know.”

Extend it

Older learners can try the real tool: an adult can run each sample through python -m ms408 and compare the “verdict” to the class’s guesses.


Contributed by MS408 project. Have you run this with learners? Improvements welcome via the submission page.

MaterialsPrinted word-cards or three short text samples (provided below); Highlighters or colored pencils; A tally sheet (paper)
Learning goals
  • Notice that language leaves measurable patterns, not just meaning
  • Form a hypothesis from evidence and rate how sure you are
  • Understand that 'looks like a language' is a clue, not proof