A text processing system needs to identify spans of text that correspond to a person's name. Given the tokenized sentence: ['Dr.', 'Evelyn', 'Reed', 'published', 'her', 'findings', '.'], which sequence of labels correctly applies the B-I-O tagging scheme to identify 'Evelyn Reed' as the person's name?

A system is designed to identify spans of text corresponding to an 'ORGANIZATION'. It processes the tokenized sentence: ['The', 'report', 'from', 'the', 'World', 'Health', 'Organization', 'was', 'released'] and produces the following labels: ['O', 'O', 'O', 'O', 'B-ORGANIZATION', 'B-ORGANIZATION', 'B-ORGANIZATION', 'O', 'O']. Analyze this output. What is the primary error in how the labeling scheme was applied to the entity 'World Health Organization'?

Applying IOB Encoding for a Single Entity