For example, in Figure 1, the query sentence discusses "Zywiec" selling a product and profiting from these sales, but the local contextual information is ambiguous as more than one entity type could be involved in a sale.
the baseline model mistakenly tags "Zywiec" as a person (PER) instead of the correct tag, which is organization (ORG).