Narrative Connection
How these two moments in the story relate
Why These Connect
The narrative assertion
"The brutal interrogation of Jamie and Victoria by Benik (cand_evt_scene_5ff29dcf3eb43624_01) prompts the Doctor's calculated impersonation of Salamander to secure their release in Episode 22 (cand_evt_scene_663d591f47fae10d_01)."
inferred by llm_cross_episode_character
Why This Matters Across Episodes
The longer arc this connection carries
Jamie and Victoria's suffering and resilience in Episode 21 foreshadows the Doctor's strategic actions to free them in Episode 22, creating a direct causal chain.
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.