Narrative Connection
How these two moments in the story relate
Why These Connect
The narrative assertion
"Vaughn's ultimatum threatening Zoe's execution (Episode 14) forces the Doctor into action, which in turn leads to UNIT involvement and Rutlidge's knowledge of operations—all of which Vaughn must now control through mind control in Episode 15."
inferred by llm_cross_episode_character
Why This Matters Across Episodes
The longer arc this connection carries
This establishes the Doctor as Vaughn's primary antagonist. Every move the Doctor makes (even failed rescue attempts) triggers Vaughn's responses, creating a feedback loop of escalation between them across episodes.
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.