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Chilly
Weather Specific
Used often to describe the temperature of the air, especially in outdoor environments. 
Not Freezing
Indicates a mild level of coldness, above the point of freezing. 
Subjective Feeling
It may be described as 'chilly' by someone who feels cold but others may not agree. 