We are working on a business problem in which we have to extract entities alongwith proper mapping/relationship in free form email text. Here is one of the sample email:
As per recent information, client John Smith, Walter Hoien and Paul Kauer have changed organizations. John and Walter joined GiriTech Inc. while Paul has joined RayTech Inc. Their email ids are firstname.lastname@example.org, email@example.com and firstname.lastname@example.org. Pauls new contact number is 5137533948, Walters number is 5137233785 and John's number is 3452734819.
Here is the output we expect(we can have any number of entities(names) with partial/full contact details(e.g. some entities may have only company name while some can have email and so on and so forth) ):