notebooklm-brief-verifier

Verifying a NotebookLM brief involves cross-checking its claims against the original source bundle to identify missing sources, misattributions, and cross-source contradictions. The verification process scans bundle manifests, Obsidian notes, and PDFs to produce a structured report with actionable prompts.

Checking for unsupported claims requires a source-coverage scan that matches brief statements to bundle sources and flags missing attributions. This verification also detects cross-source contradictions and overgeneralized statements to ensure research reliability before sharing.

Yes, you can audit a NotebookLM brief using PDFs and Obsidian notes. The verification process operates across bundle manifests, Obsidian notes, and PDFs as available, performing source-coverage scanning, claim-attribution, and cross-source contradiction checks across these formats.

Identifying cross-source contradictions and overgeneralizations in research briefs involves running a verification check against the uploaded source bundle. This audit flags conflicting statements across multiple sources and highlights claims that overgeneralize the original data.

To close gaps in a NotebookLM brief, a verification report provides suggested targeted follow-up NotebookLM prompts. These prompts are generated based on spot-checks and identified missing sources, helping you verify claims and improve brief reliability before citing.