{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-24T15:30:07.973Z","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":28,"release_date":"2025-05-29","last_updated":"2026-02-02T02:27:17.990Z","summary":"Forced to choose between his own instincts and the fervent pleas of his comrades, Eren places his life in the hands of Levi's Special Operations Squad. Their trust, however, proves to be tragically misplaced. The elite soldiers launch a masterful, coordinated assault, only to be met with the Female Titan's shocking intelligence and calculated brutality. As Eren watches in horror, his protectors are systematically and ruthlessly dismantled, their expertise failing against the monstrous traitor. Overcome with grief and rage at the slaughter, Eren's roar of anguish finally gives way to his own transformation, setting the stage for a devastating one-on-one clash.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"Forced to choose between his own instincts and the fervent pleas of his comrades, Eren places his life in the hands of Levi's Special Operations Squad. Their trust, however, proves to be tragically misplaced. The elite soldiers launch a masterful, coordinated assault, only to be met with the Female Titan's shocking intelligence and calculated brutality. As Eren watches in horror, his protectors are systematically and ruthlessly dismantled, their expertise failing against the monstrous traitor. Overcome with grief and rage at the slaughter, Eren's roar of anguish finally gives way to his own transformation, setting the stage for a devastating one-on-one clash.","key_events":["The Female Titan systematically slaughters Levi's Special Operations Squad despite their coordinated assault."],"characters_involved":[{"name":"Gunther Schultz","role_in_result":"Supporting"},{"name":"Eld Jinn","role_in_result":"Supporting"},{"name":"Oluo Bozado","role_in_result":"Supporting"},{"name":"Petra Ral","role_in_result":"Supporting"},{"name":"Eren Yeager","role_in_result":"Main"}],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"Forced to choose between his own instincts and the fervent pleas of his comrades, Eren places his life in the hands of Levi's Special Operations Squad.","spoiler_summary":"Forced to choose between his own instincts and the fervent pleas of his comrades, Eren places his life in the hands of Levi's Special Operations Squad. Their trust, however, proves to be tragically misplaced. The elite soldiers launch a masterful, coordinated assault, only to be met with the Female Titan's shocking intelligence and calculated brutality. As Eren watches in horror, his protectors are systematically and ruthlessly dismantled, their expertise failing against the monstrous traitor. Overcome with grief and rage at the slaughter, Eren's roar of anguish finally gives way to his own transformation, setting the stage for a devastating one-on-one clash."},"source":{"canonical_path":"/series/attack-on-titan-3f8b17/chapter-28","citation_title":"WebtoonLib — Attack on Titan #28","content_type":"chapter_summary","last_updated":"2026-07-24T15:30:07.973Z"},"data_status":"complete"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/attack-on-titan-3f8b17"}}