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ResearchOctober 2, 2026

EviGraph: Proof-Carrying Selective Recommendation over Temporal Public-Service Knowledge Graphs

Public-service recommendations require evidence that matches the requested service, scope, and date. Yet treating every missing detail as decisive can withhold useful recommendations. We introduce EviGraph, which distinguishes critical decision requirements from information that…

Yixi Zhou, Sikun Wang, Lei Fan, Fan Zhang·arXiv — cs.AI
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Key Takeaways
  • 01.Public-service recommendations require evidence that matches the requested service, scope, and date
  • 02.Yet treating every missing detail as decisive can withhold useful recommendations
  • 03.We introduce EviGraph, which distinguishes critical decision requirements from information that…

This material is provided as an extended analytical summary.

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