a system and method for detecting and summarizing events based on data feeds from a plurality of sources . such sources may include social media networks , text messages , news feeds among others . the system may receive raw information from such sources containing data related with possible events . method for event detection may include pre - processing and normalizing data input from any source registered , this may also include ; extracting and disambiguating events and entities , associate event and entities , correlate events and entities associated from a data input which results from a different data source , for validating / verifying an event . subsequently , the validated / verified event may be stored in a local data storage and / or in a web - server .