{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-26T22:58:43.849Z","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":"One Piece","slug":"one-piece-46bb51"},"chapter":{"number":472,"release_date":"2025-05-29","last_updated":"2026-02-02T01:00:38.451Z","summary":"The crew's desperate battle against the colossal zombie Oars rages on, a nightmarish reflection of their own captain's power turned against them. As the giant unleashes familiar Gum-Gum attacks with devastating force, the Straw Hats are pushed to their limits, forced to coordinate their unique skills in a frantic attempt to topple the seemingly unstoppable foe. Meanwhile, from the shadows, Gecko Moria and Dr. Hogback watch with sadistic glee, confident that their ultimate creation will finally crush the pirates' spirits and deliver them their long-sought victory.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The crew's desperate battle against the colossal zombie Oars rages on, a nightmarish reflection of their own captain's power turned against them. As the giant unleashes familiar Gum-Gum attacks with devastating force, the Straw Hats are pushed to their limits, forced to coordinate their unique skills in a frantic attempt to topple the seemingly unstoppable foe. Meanwhile, from the shadows, Gecko Moria and Dr. Hogback watch with sadistic glee, confident that their ultimate creation will finally crush the pirates' spirits and deliver them their long-sought victory.","key_events":[],"characters_involved":[{"name":"Oars","role_in_result":"Supporting"}],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The crew's desperate battle against the colossal zombie Oars rages on, a nightmarish reflection of their own captain's power turned against them.","spoiler_summary":"The crew's desperate battle against the colossal zombie Oars rages on, a nightmarish reflection of their own captain's power turned against them. As the giant unleashes familiar Gum-Gum attacks with devastating force, the Straw Hats are pushed to their limits, forced to coordinate their unique skills in a frantic attempt to topple the seemingly unstoppable foe. Meanwhile, from the shadows, Gecko Moria and Dr. Hogback watch with sadistic glee, confident that their ultimate creation will finally crush the pirates' spirits and deliver them their long-sought victory."},"source":{"canonical_path":"/series/one-piece-46bb51/chapter-472","citation_title":"WebtoonLib — One Piece #472","content_type":"chapter_summary","last_updated":"2026-07-26T22:58:43.849Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/one-piece-46bb51"}}