{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-24T16:03:47.915Z","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":"Attack on Titan","slug":"attack-on-titan-3f8b17","original_title":"Shingeki no Kyojin"},"chapter":{"number":73,"release_date":"2025-05-29","last_updated":"2026-02-02T02:27:18.166Z","summary":"A bittersweet flashback reveals the long-held secret behind Eren's \"defective\" training gear. Head instructor Keith Shadis confesses that he deliberately sabotaged the equipment, hoping to wash Eren out of the military and protect him from the horrors of war. This confession unravels his own painful history with Eren's parents, detailing his profound admiration for the mysterious Grisha and his unrequited love for Carla. Shadis's memories provide a new, poignant perspective on the Yeager family, while also deepening the mystery of Grisha's origins from beyond the Walls.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"A bittersweet flashback reveals the long-held secret behind Eren's \"defective\" training gear. Head instructor Keith Shadis confesses that he deliberately sabotaged the equipment, hoping to wash Eren out of the military and protect him from the horrors of war. This confession unravels his own painful history with Eren's parents, detailing his profound admiration for the mysterious Grisha and his unrequited love for Carla. Shadis's memories provide a new, poignant perspective on the Yeager family, while also deepening the mystery of Grisha's origins from beyond the Walls.","key_events":[],"characters_involved":[{"name":"Eren Yeager","role_in_result":"Main"},{"name":"Carla Yeager","role_in_result":"Supporting"},{"name":"Grisha Yeager","role_in_result":"Supporting"},{"name":"Keith Shadis","role_in_result":"Supporting"}],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"A bittersweet flashback reveals the long-held secret behind Eren's \"defective\" training gear.","spoiler_summary":"A bittersweet flashback reveals the long-held secret behind Eren's \"defective\" training gear. Head instructor Keith Shadis confesses that he deliberately sabotaged the equipment, hoping to wash Eren out of the military and protect him from the horrors of war. This confession unravels his own painful history with Eren's parents, detailing his profound admiration for the mysterious Grisha and his unrequited love for Carla. Shadis's memories provide a new, poignant perspective on the Yeager family, while also deepening the mystery of Grisha's origins from beyond the Walls."},"source":{"canonical_path":"/series/attack-on-titan-3f8b17/chapter-73","citation_title":"WebtoonLib — Attack on Titan #73","content_type":"chapter_summary","last_updated":"2026-07-24T16:03:47.915Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/attack-on-titan-3f8b17"}}