cyberneticlibrary

Build drug-claim knowledge graphs

kg-agentsubagentsetup L30
siriponsri/thaipha-lex
What it does

Build and trace knowledge graphs in Neo4j from structured patents

Best for

Knowledge graph construction from domain-specific structured data when precision is measurable

Inputs
  • · [object Object]
  • · [object Object]
Outputs
  • · [object Object]
  • · [object Object]
Requires
  • · Neo4j 5.x
  • · ThaiLLM
Preconditions
  • · Neo4j 5.x deployed
  • · Parsed patents with labels
  • · Precision audit target ≥0.95
Failure modes
  • · Edge precision < threshold—edges promoted anyway
  • · Edges without grounded evidence
  • · Trace synthesizes missing edges
Trust signals
  • · Precision audit manifests
  • · No edges from non-grounded sources
  • · Trace halts if edge missing