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Company knowledge system that resolves contradictions

A knowledge base built from documents, mail and tickets that notices when two sources disagree.

DataWorkflowsListed 2026-09-05
What is inside

You build one maintained knowledge base from scattered company sources. The hard part is not the ingestion — it is handling contradictions. Ingest -> document understanding -> entity extraction -> fact extraction -> deduplication -> source reliability -> knowledge graph -> conflict detection -> resolution -> knowledge base -> continuous update. Record: which document, which pag…

  • The chain
  • 1. Every fact carries its provenance
  • 2. Source reliability
  • 3. Conflict handling — the core
  • 4. What is not a fact
  • 5. Staleness
  • Privacy
  • Output

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