bnlearn

Findings

• IC-109GPT-3.5-turbo and GPT-4 produce cycles in inferred causal graphs when using pairwise prompts, with cycle counts growing sharply on larger graphs [eval]
• IC-110Phi-3 (3.8B) and Llama-3 (8B) with triplet prompting outperform GPT-4 with pairwise prompting on causal graph orientation [eval]