ljg-paper-river

Tracing a paper's intellectual lineage maps its roots to frontiers by producing a five-layer backward trace of prior papers and a forward scan of follow-on work. This yields a plain-language narrative of how the research problem evolved over time.

Citation analysis for problem evolution turns explicit citation relationships into a plain-language story of criticism and refinement. It maps how a target paper critiques or improves prior work and identifies later papers that extend or challenge it.

Writing a related work section using citation chain tracing maps up to five layers of prior papers and forward progress scans. It grounds the research synthesis in explicit citation evidence and uncertainty notes for a coherent narrative.

Tracing research history for fast domain onboarding requires no prior domain knowledge. It explains how a field changed over time by mapping a paper's intellectual lineage into a plain-language story rooted in explicit citation evidence.

The best way to find follow-up papers is a forward progress scan. It identifies the most relevant later papers that extend or challenge the target work and integrates them into a coherent narrative of research problem evolution.

Research synthesis for paper tracing includes explicit uncertainty notes alongside its citation evidence. It maps intellectual lineage and problem evolution while clearly flagging areas of uncertainty in the plain-language explanation.