Narrative Connection
How these two moments in the story relate
Why These Connect
The narrative assertion
"Zoe's attempt to hack the IE reception system in Episode 12 (Part 2) demonstrates her technological prowess, which directly leads to her involvement in the unfolding conspiracy. This earlier event sets up her ability to both recognize the Cybermen's technological threat (as seen in Episode 15) and her position as a target of Vaughn's control."
inferred by llm_cross_episode_arc
Why This Matters Across Episodes
The longer arc this connection carries
Zoe's proactive engagement with IE's systems in Part 2 establishes her as a key figure in Vaughn's operations. Her capture in Part 2 and subsequent confrontation with the Cybermen in Part 5 are direct consequences of this technological curiosity and defiance, creating a causal link between her actions and the escalation of the conflict.
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.