Multi-Turn Prompting

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

• Multi-Attempt Responseconcept0.773
  A response containing multiple distinct attempts to answer the prompt, used as primary metric for ESR
• Synthetic Multi-Turn Conversation Protocolmethod0.766
  Frontier LLM (Kimi K2, Sonnet 4.5, GPT-5) simulates user across 100 conversations per domain to study persona drift trajectories
• Many-Shot Promptingmethod0.750
  Technique using 0-20 in-context examples exhibiting a target trait to elicit behavioral shifts, used to validate persona vector monitoring
• Multi-Response Diversityconcept0.742
  Diversity measured over a set of m responses for a single conversation, as opposed to test set diversity
• few-shot promptingmethod0.740
  Providing k labeled examples in the prompt to steer model behavior.
• Multi-Stability (Toggle Switch)concept0.732
  A system with multiple stable states separated by energy barriers, used as an analogy for isomeric molecules.
• Personality Promptingframework0.730
  Established baseline for OCEAN steering via personality-descriptive system prompts; compared against injection methods throughout
• Sequence Promptingmethod0.730
  A list-level prompting baseline that asks for k responses in a single call without probability verbalization