Treewalker aggregates observed concepts across runs by normalizing text, calculating appearance rates and confidence scores, and enabling operators to promote vetted items directly into the property's canonical entities catalog.
flowchart LR
A[Raw Logprob Branches] --> B[Aggregate across Runs]
B --> C[Compute Confidence & Frequency]
C --> D[Operator Review & Promotion]
D --> E[Canonical Entities Catalog]