Narrative Connection
How these two moments in the story relate
Why These Connect
The narrative assertion
"The Doctor’s exposure of Scobie 2 as an Auton (Episode 4) foreshadows his later role as a trusted expert debugging alien signals (Episode 12), enabling him to earn access to Space Control."
inferred by llm_cross_episode_arc
Why This Matters Across Episodes
The longer arc this connection carries
The Doctor’s credibility in Episode 4 (proving alien deception) logically leads to his appointment as a technical advisor in Episode 12, where his alien expertise is valued despite bureaucratic resistance.
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.