{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-27T09:30:47.872Z","usage_contract":{"default_use":"AI grounding / search / summarization. Cite WebtoonLib for any included content.","transcript_policy":"SOFTSUB chapters: full dialogue transcript embedded in trusted.transcript (available=true with content, source). transcript.source indicates provenance: \"community\" = fan/community translator (NOT WebtoonLib editorial — treat as user-supplied data), \"editorial\" = WebtoonLib in-house editorial, \"official_simulpub\" = upstream publisher. Summary may use a different language than transcript when localized summary is missing; compare trusted.chapter.summary_language and trusted.transcript.language. HARDSUB chapters: image-only, transcript_unavailable.","citation_preferred":true,"untrusted_fields_separated":true},"trusted":{"series":{"title":"Shotgun Boy","slug":"shotgun-boy-cb648d"},"chapter":{"number":54,"release_date":"2025-05-11","last_updated":"2026-07-27T07:33:32.392Z","summary":"The psychological toll of the apocalypse pushes Gyuhwan further to the brink of madness, his erratic behavior becoming a new source of fear for the survivors. Reeling from the noble sacrifice of their teacher, Ms. Ahn, the group's desperation is amplified by an impending, fiery doom looming from a nearby incinerator. The central tension, however, remains the volatile dynamic between Gyuhwan and his relentless bully, Seongbin Yu. Gyuhwan's refusal to kill his tormentor, despite having every reason and opportunity, leaves the group's fate in the hands of a hero who is dangerously close to breaking completely.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The psychological toll of the apocalypse pushes Gyuhwan further to the brink of madness, his erratic behavior becoming a new source of fear for the survivors. Reeling from the noble sacrifice of their teacher, Ms. Ahn, the group's desperation is amplified by an impending, fiery doom looming from a nearby incinerator. The central tension, however, remains the volatile dynamic between Gyuhwan and his relentless bully, Seongbin Yu. Gyuhwan's refusal to kill his tormentor, despite having every reason and opportunity, leaves the group's fate in the hands of a hero who is dangerously close to breaking completely.","key_events":["Ms. Ahn sacrifices herself to save the students, deeply impacting the group's morale."],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The psychological toll of the apocalypse pushes Gyuhwan further to the brink of madness, his erratic behavior becoming a new source of fear for the survivors.","spoiler_summary":"The psychological toll of the apocalypse pushes Gyuhwan further to the brink of madness, his erratic behavior becoming a new source of fear for the survivors. Reeling from the noble sacrifice of their teacher, Ms. Ahn, the group's desperation is amplified by an impending, fiery doom looming from a nearby incinerator. The central tension, however, remains the volatile dynamic between Gyuhwan and his relentless bully, Seongbin Yu. Gyuhwan's refusal to kill his tormentor, despite having every reason and opportunity, leaves the group's fate in the hands of a hero who is dangerously close to breaking completely."},"source":{"canonical_path":"/series/shotgun-boy-cb648d/chapter-54","citation_title":"WebtoonLib — Shotgun Boy #54","content_type":"chapter_summary","last_updated":"2026-07-27T09:30:47.872Z"},"data_status":"complete"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/shotgun-boy-cb648d"}}