A news line about a trip from Nairobi to Malindi, tagged word by word: B- starts a name, I- continues it, O is everything else. Flags show person, place, organisation and date, and entity-level F1 counts only exact spans. Compare a dictionary, a capital-letter rule, a word-by-word classifier and a sequence model, then break each. This lesson needs JavaScript.