SYSTEMS AND METHODS FOR MANAGING DATA RELATED TO NETWORK ELEMENTS FROM MULTIPLE SOURCES

Systems and methods are disclosed for managing data related to network elements in a telecommunications network. In an embodiment, a document containing data related to one or more of the network elements is received. The document is associated with a corresponding source provider, a location, a receipt timestamp indicating the time and date that the data was received, and a creation timestamp indicating the time and date that the data was created. A document class is then detected for the received document, and an intermediate representation of the document is generated that includes a plurality of key-value pairs. The intermediate representation is parsed to identify relevant values that correlate to a network model that includes a plurality of network entities representing types of network elements in the telecommunications network. Finally, the identified values are normalized according to the network model and written to a networking database.