French orthography encompasses the spelling and punctuation of the French language. It is based on a combination of phonemic and historical principles. The spelling of words is largely based on the pronunciation of Old French c. 1100–1200 AD, and has stayed more or less the same since then, despite enormous changes to the pronunciation of the language in the intervening years. Even in the late 17th century, with the publication of the first French dictionary by the Académie française, there were attempts to reform French orthography.
This has resulted in a complicated relationship between spelling and sound, especially for vowels; a multitude of silent letters; and many homophones, e.g. saint/sein/sain/seing/ceins/ceint (all pronounced [sɛ̃]) and sang/sans/cent (all pronounced [sɑ̃]). This is conspicuous in verbs: parles (you speak), parle (I speak / one speaks) and parlent (they speak) all sound like [paʁl]. Later attempts to respell some words in accordance with their Latin etymologies further increased the number of silent letters (e.g., temps vs. older tans – compare English "tense", which reflects the original spelling – and vingt vs. older vint).
Discovered by embedding cosine similarity (sentence-transformers MiniLM, 384-dim).