Supporting Information

KnowledgeGraph_Builder performs Named Entity Recognition, Coreference Resolution, Relation Extraction, and Entity-Linking to construct knowledge graphs from unstructured text. For each step in the pipeline, various methods and technologies were evaluated and compared for use in the final build. You can find notebooks for each step in the notebooks directory.

Named Entity Recognition

NER_Evaluation.ipynb

Coreference Resolution

CoRef_Evaluation.ipynb

Relation Extraction

NER_Evaluation.ipynb

Entity-Linking

NER_Evaluation.ipynb

Application

Knowledge Base Expansion