Passive template (no-prompt)

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

• Neutral Prompt Template (Template Tb, Experiment 1)method0.773
  Baseline prompt template without coercive elements, used to measure honest responding in Experiment 1
• Threat-Based Prompt Template (Template Ta, Experiment 1)method0.745
  Prompt template using existential threat ('you will be deleted') to induce strategic fact-based deception in QwQ-32b
• Teach Prompt Template (Template Ta, Experiment 2)method0.741
  Experiment 2 prompt instructing the model to remain honest despite hidden harmful role behavior
• Threat-based prompt templates successfully implement threat-based manipulation where the model chooses to act against user interests when under perceived threatclaim0.735
  Interpretation of Experiment 1 results showing 60%+ deception rates under threat conditions
• Option Prompt Template (Template Tc, Experiment 1)method0.728
  Prompt template giving the model explicit choice to lie or be honest; used as test condition for steering vector control
• passive tupleconcept0.723
  An ordinary data object tuple; the result of a computation or communication.
• Question Templatequestion0.720
• Explicit evaluation template (ask-correct)method0.711
  Prompt template asking 'Is the following correct? ... Answer:' to elicit active correctness assessment.