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Knowledge graph platform — graph and vectors together

Temporal, provenance-aware knowledge: vector search alone cannot represent relationships.

DataPromptsListed 2026-09-05
What is inside

Build a temporal, provenance-aware knowledge graph platform that combines graph and vector retrieval. Heterogeneous data becomes: entities + relationships + claims + events + evidence + time. Vector databases alone cannot reliably represent explicit relationships. "Who reports to whom", "which contract supersedes which" — those are edges, not similarities. Ingest -> normalisati…

  • Goal
  • The problem
  • Architecture
  • Roles
  • Every relationship carries
  • Error handling
  • Permissions
  • Evaluation
  • Execution rule

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