Using Loaders

It sounds like you might not have defined your patterns file correctly, or alternatively, if you're using terms.teach, you might need to change how the vectors are trained. These threads might be useful:

Finally, if you just want to label text in an uncomplicated way, remember that you can always use the ner.manual mode, which doesn't do anything fancy -- it just lets you highlight text, without having a model suggest things.