TextAnnotator is a web based annotation tool implemented with the JavaScript framework ExtJS and the visualization library d3.js that can process and annotate NLP documents in UIMA (Unstructured Information Management applications) format. TextAnnotator is a framework that offers several annotation tools for generating IMA-compliant training data that can be used to train classifiers in support of the needs of humanities scholars. Note: The tool is currently not working.