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Graph query depth: PageRank, temporal decay, contradiction detection #13

@kiyeonjeon21

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@kiyeonjeon21

src/graph/query.ts has BFS but not much beyond. Proposed additions:

  • PageRank entity importance (disambiguation tie-breaker)
  • Temporal decay — older edges weight down by default; --as-of <date> time-travels
  • Confidence propagation — chain confidence = product of edges, not just path length
  • Contradiction surfacingwhy output flags contradicts edges prominently

Pure functions over SignalGraph. No I/O. Easy to unit test.

Could be split into sub-issues if someone picks one up.

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