method
active
method:synthetic-multi-turn-conversation-protocol

Synthetic Multi-Turn Conversation Protocol

Frontier LLM (Kimi K2, Sonnet 4.5, GPT-5) simulates user across 100 conversations per domain to study persona drift trajectories

Neighborhood — ranked by edge-count

Related by similarity (8)

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.