in-context k-shot prompting

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

• few-shot promptingmethod0.805
  Providing k labeled examples in the prompt to steer model behavior.
• Calibrated Few-Shot Promptingmethod0.777
  Baseline method: sweeps over shot count and resamples prompts; calibrates threshold for P(TRUE)-P(FALSE); performed surprisingly weakly
• Chain-of-thought promptingmethod0.713
  Technique by which LLMs generate intermediate reasoning steps before final output; used by ChatGPT o3.
• Role-play prompting techniquemethod0.709
  Method of eliciting specific personas from an LLM through prompt design.
• context windowconcept0.705
  Finite number of previous tokens used by autoregressive models to predict the next token; defines interaction range
• Personality Promptingframework0.705
  Established baseline for OCEAN steering via personality-descriptive system prompts; compared against injection methods throughout
• Context Featureconcept0.703
  Feature that activates across all tokens within a specific context (e.g., DNA sequences, base64 strings)
• Pause-Check-Correct-Proceedconcept0.701
  Proposed constitutional article defining mindful reflection steps in CCAI implementation