This document introduces TOB, a toolkit for automatically building time-annotated business ontologies from web sources. TOB uses pattern-based and link grammar-based relation extraction to extract temporal relations, and represents underspecified time intervals in its ontology model. It also infers temporal relations for facts without time intervals using ontology-level and page-level inferencing. An evaluation on Wikipedia, Reuters, and Google News pages showed the methods achieved fairly high precision for extracted information.