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Semantle

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description Semantle Overview

Semantle is a daily browser-based word game created by David Turner in 2022 that tasks players with identifying a secret word based entirely on its meaning rather than its spelling. Utilizing word embeddings derived from a machine learning model, the game provides a numerical similarity score for each submitted guess, guiding players to the target word through conceptual proximity. It is intended for puzzle enthusiasts who prefer logic, association, and unlimited guessing over strict spelling or grid mechanics.

help Semantle FAQ

How does Semantle decide whether a guess is close?

Semantle compares the meaning of a guessed word with the hidden word using a word-embedding model rather than matching letters. A guess can therefore be close even when it shares no spelling with the answer.

What do Semantle's similarity score and ranking mean?

The similarity score indicates how closely the model associates the two words, while a ranking shows that a guess is among the nearest words in the game's vocabulary. These are statistical language relationships, so an apparent synonym is not guaranteed to rank highest.

Why can Semantle require dozens or hundreds of guesses?

There is no Wordle-style five-letter structure to narrow the search, and semantic neighborhoods can contain many related concepts. David Turner's 2022 game allows unlimited guesses for that reason.

How is Semantle different from Contexto?

Both games ask players to approach a secret word through meaning, but their feedback systems and underlying word rankings differ. Semantle presents a numerical similarity and closeness information, while Contexto is best known for assigning each guess a contextual rank.

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