pur-PLEK-suh-tee
/pɚˈplɛksəti/
perplexity is pronounced pur-PLEK-suh-tee (/pɚˈplɛksəti/). Perplexity refers to a state of being perplexed or filled with confusion, often arising from complexity or ambiguity. In linguistics or machine learning contexts, it also denotes a measurement of how well a probability model predicts a sample; lower perplexity indicates better predictive power. The term implies puzzlement or uncertainty, typically involving challenge or mystery.
Perplexity refers to a state of being perplexed or filled with confusion, often arising from complexity or ambiguity. In linguistics or machine learning contexts, it also denotes a measurement of how well a probability model predicts a sample; lower perplexity indicates better predictive power. The term implies puzzlement or uncertainty, typically involving challenge or mystery.
"The textbook’s arcane notation added to her perplexity as she tried to solve the derivation."
"In language models, perplexity decreased as the algorithm learned more patterns."
"The maze’s twists and dead ends created a sense of perplexity among the visitors."
You pronounce it as /pərˈplek.sɪ.ti/ in US English, /pəˈplek.sɪ.ti/ in UK English, and /pəˈpleksiːti/ in some Australian-speaking contexts. The primary stress falls on the second syllable: (per-PLEX-i-ty). Start with a schwa on the first syllable, then a clear 'plex' with a hard 'k' sound, followed by a light 'i' vowel and final 'ty' as /ti/. You’ll hear the emphasis on the syllable that contains 'plex', making the word sound like per-PLEX-i-ty. Audio examples: try hearing it at Cambridge or Forvo for native articulation.
Two common errors: (1) Misplacing stress on the first syllable as per-PLEX-i-ty. This softens the intended emphasis on 'plex' and makes the word sound incomplete. (2) Slurring the final -ity to a quick -y, producing /ˈplek.sɪ.ti/ or /pər-ˈplek-sə-/. The correct form keeps the clear /ti/ ending. Correct by practicing the full /pərˈplek.sɪ.ti/ and reserving the final /ti/ sound, not /tɪ/ reduced to a light vowel. Also ensure the 'plex' is pronounced with a crisp /plek/ rather than a blended or softened /plɛks/.
US: /pərˈplek.sɪ.ti/ with rhoticity, a clear schwa in unstressed first syllable. UK: /pəˈplek.sɪ.ti/ with non-rhoticity; the first syllable is a reduced /ə/. AU: often /pəˈplek.sɪ.ti/ or /pəˈpleks.ɪ.ti/, with a slightly longer vowel in the first syllable and a bright final /i/. Vowel quality in the stressed second syllable remains /ɛ/ in 'plex', while the final /ti/ can sound like /ti/ or reduced to /tə/ in rapid speech. Across all, keep the /plek/ cluster clear and avoid changing the /k/ to /g/ or dropping /t/.
The difficulty lies in the cluster /ˈplek.sɪ/ and the final /ti/ sequence after a stressed syllable, plus the need to maintain an unstressed initial schwa. The 'plex' blends into a crisp stop consonant /k/ followed by a light front vowel /ɪ/ and a clear /ti/. Non-native speakers often misplace the stress or reduce the syllables too aggressively, creating /ˈplek.sɪ.t/ or confusing the 'ple' and 'plex' transitions. Practice by isolating the stressed syllable and rehearsing the transition between /plek/ and /sɪ/.
A distinctive feature is the strong, syllable-timed second syllable focus: the 'plex' part carries the main weight, making your pitch peak around that syllable. You should produce a crisp /plek/ with the following /sɪ/ clearly pronounced before the final /ti/. This helps distinguish perplexity from similar words like 'perplex' or 'complexity' by preserving the two-syllable rhythm before the final -ity suffix. Paying attention to the consonant-vowel boundary after the /plek/ cluster is key.
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Perplexity derives from Middle English perplexen, from Old French perplexer, based on Latin perplexus meaning 'entangled, involved, not clear' (per- ‘through’ + plexus ‘woven’). The word entered English in the 15th century, initially signaling entanglement or confusion. By the 17th–18th centuries, the sense broadened to describe baffling situations or problems. In modern usage, it retains the core notion of being tangled in uncertainty, but is also specialized in information theory and probabilistic modeling to quantify how difficult it is to predict a given outcome. The shift from a physical metaphor of being woven together to an abstract measure of prediction difficulty reflects the expansion of scientific language into everyday speech. The term often collocates with adjectives like high, low, extreme, or with context nouns such as model, language, and problem, highlighting its dual semantic field: emotional perplexity and technical perplexity in computation and statistics.
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Words that rhyme with "perplexity"
-ity sounds
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