expert-pipeline-extracts-per-document
IN premise
The expert-agent-builder pipeline extracts beliefs per-document (summarize entire document → propose beliefs → record file path), not per-section — the connection between a belief and its source material is a file-level pointer, not a section-level one.
Summary
The expert knowledge pipeline works at the whole-document level rather than drilling into individual sections. This means when you trace a belief back to its source, you get pointed to an entire file rather than the specific paragraph or section that supports it, which limits how precisely you can verify or revisit the original evidence.
Details
| Source | entries/2026/05/06/pageindex-and-tms-integration.md |