Repeating-key tests on K4 (repeated letter groups, letter-frequency checks and 23 keywords)

Classic tests for a repeating key (repeated letter groups, and letter-frequency checks at every key length from 1 to 30), plus 23 keywords tried as repeating Vigenere and Beaufort keys. It also works out a best-guess key at several key lengths. The keywords include the K1 and K2 keywords, names, and words or letter strings from the sculpture. Nothing rose above chance: the best was 4 of 24 known letters.

In plain English: Classic tests for a repeating key (repeated letter groups, and letter-frequency checks at every key length from 1 to 30), plus 23 keywords tried as repeating Vigenere and Beaufort keys, using a method that replaces each letter using a repeating keyword (Vigenère cipher). This record is negative within the tested scope.

NOISE

How to read this record

Verdict – ELIMINATED (ruled out within the tested scope), NOISE (nothing beyond what chance produces for a search of this size; also shown when a record stored no verdict of its own), INCONCLUSIVE (the test left candidates or options standing, or could not decide, so it does not rule the method out), INTERESTING (slightly above random, almost certainly coincidence), SIGNAL (statistically unusual, warrants investigation), or FULL MATCH (all 24 known letters correct).
Confidence Tier – Tier 1 = mathematical proof, valid while its stated assumptions hold. Tier 2 = every possibility within the stated scope tested. Tier 3 = partially tested or sampled. Tier 4 = not yet properly tested.
Configs Tested – How many different key/parameter combinations were tried.
Best Score – How many of the 24 known plaintext letters the best attempt matched (out of 24). N/A means no such score could be read from this record.
Keystream Consistency (Bean) – Whether the key values at different positions are mathematically consistent with each other. The check only holds when the known letters stay in their carved positions (no letters rearranged or removed), and the full set used here assumes the standard A to Z alphabet.
Scope Limitations – What this elimination does not rule out.

Configs Tested: N/A
Best Score: 4 / 24 known letters matched · low, no sign of a solution
Confidence: Not classified.
Script: scripts/polyalphabetic/e_kasiski_00_full_analysis.py

Reproduce

PYTHONPATH=src python3 -u scripts/polyalphabetic/e_kasiski_00_full_analysis.py

Requires the kryptos repo, Python 3.11+, PYTHONPATH=src. Some recent scripts may not be in the public repository yet.

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