Narrative Connection
How these two moments in the story relate
Why These Connect
The narrative assertion
"The Doctor's subduing of Valgard in Episode 15 (disarming him and ending the physical conflict) leads directly to Episode 16, where Valgard is now part of a power struggle over Terminus's control, with the Doctor intervening to redirect focus to the engine damage."
inferred by llm_cross_episode_character
Why This Matters Across Episodes
The longer arc this connection carries
This connection shows the downstream consequences of the Doctor's actions—Valgard, though subdued, is still a disruptive force whose aggression now manifests in political strife. The Doctor's earlier intervention sets up his role as a mediator in Episode 16's crisis.
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.