NLP pretty much has to be task-specific, but the task-specific NLP that will solve the Pentagon's particular problem almost certainly doesn't exist until someone writes it.

When you describe "Watson" as a task-specific supercomputer, if you mean the Watson that played Jeopardy, that's certainly not what they're going to be using. "Watson" here means hiring IBM consultants to write them some software that runs on IBM hardware.