Research Knowledge Graphs

A literature review is a graph problem in disguise: which papers everyone builds on, which clusters talk past each other, which work bridges them, and where the gaps are. This skill builds that graph from a reference library and hands it to whichever graph tool the user prefers.

Build

# Offline: authors, venues and keywords from the .bib itself
python scripts/build_graph.py references.bib --out kg/

# Enriched: disambiguated authors (OpenAlex IDs, ORCID), venues, topics, and
# citation edges between papers in the library
python scripts/build_graph.py references.bib --out kg/ --openalex --mailto you@university.edu

CSL-JSON (.json, exported by Zotero or reference-manager-interop) also works as input.