information-source-miner

To trace claims back to original primary sources, locate original documents or full recordings like official sites or IR pages, extract exact timestamps and verbatim quotes, and generate a structured report highlighting discrepancies. This process identifies information layer bias and reduces misinformation.

The best way to verify facts in financial reports and policy speeches is to locate the original documents or transcripts, extract exact verbatim quotes, and compare them against the published claims. This source-trace approach highlights omissions and assesses confidence levels.

Source-tracing works by identifying the information layer of an item—whether it is a short clip, media interpretation, or primary source—and assessing likely loss or bias at each layer. It retrieves original materials to compare multi-layer transcriptions and expose distortions.

Yes, you can use this source-tracing approach for news verification across academic papers, press releases, social posts, and financial reports. It locates original materials, extracts exact quotes, and produces a differential summary with a confidence assessment.

To extract timestamps and verbatim quotes from primary materials, apply source-tracing to locate full recordings or official transcripts. The process isolates the relevant text or audio segments and compares them against secondary claims to generate a structured differential report.