Narrative Connection
How these two moments in the story relate
Why These Connect
The narrative assertion
"The demand for brutal interrogation methods and rejection of Jo’s pleas in Episode 10 leads directly to the President’s diplomatic decision in Episode 11, which plays into the Master’s hands by handing the Doctor and Jo over to him."
inferred by llm_cross_episode_arc
Why This Matters Across Episodes
The longer arc this connection carries
The institutional pressure to extract information regardless of innocence in Episode 10 drives the decision-making in Episode 11, where the President’s choice to prioritize diplomatic alliances over security concerns enables the Master’s manipulation.
About Causal Connections
A directly causes B. The first event sets forces in motion that produce the second. These are the load-bearing connections of plot--remove one and the story structure collapses.