ljg-paper-river

To trace research lineage, input a target paper's URL or title and the system recursively identifies prerequisite papers and later progress, generating a structured evolution narrative up to five layers deep.

Recursive citation chain tracing identifies precursor papers and analyzes core problem and solution shifts across a sequence of scholarly papers, mapping the evolution of a research problem from origin to current progress.

Map prerequisite papers by inputting a target paper's title or URL; the system extracts metadata, follows up to five precursor layers, and produces a citation-rich evolution outline highlighting core questions and solutions.

Yes, you can analyze downstream progress by forward extending the lineage to capture post-origin papers that address or modify the research problem, integrating ongoing developments into the final structured narrative.

The primary limitation of recursive tracing is the enforced depth constraint, which limits precursor and downstream analysis to a maximum of five layers to maintain an interpretable and structured lineage narrative.

Yes, ljg-paper-river supports academic analysis across all scholarly disciplines, tracing the critique and improvements of research problems by extracting titles, authors, years, and core solutions from any field.