Treewalker executes an ungrounded session with logprob confidence analysis alongside an identical grounded session using live search to generate a cross-comparison holistic analysis that reveals training data discrepancies and hallucination gaps.
sequenceDiagram
participant User as Operator
participant TW as Treewalker
participant Parametric as Parametric Probe
participant Grounded as Grounded Probe
participant Analysis as Holistic Analysis
User->>TW: Launch Paired Run
par Run Probes
TW->>Parametric: Probe memory & logprobs
TW->>Grounded: Probe live search
end
Parametric-->>TW: Unprompted recall & branches
Grounded-->>TW: Grounded live associations
TW->>Analysis: Compare rank deltas
Analysis-->>User: Discrepancy & Gap Report