Elisa Duarte, a 66-year-old woman diagnosed with dementia, was found after going missing on Friday near Lyerly Street.
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Police believe it is possible Elisa Duarte may have gotten on the METRORail when she went missing on Friday.
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Duarte also went missing for two to three days in March, according to records.