{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-25T22:14:42.864Z","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":477,"release_date":"2025-05-29","last_updated":"2026-02-02T01:00:38.335Z","summary":"As the Straw Hats' desperate team effort against the monstrous Oars continues, Gecko Moria reveals he can manipulate the giant's body from the inside, stretching its limbs to mimic Luffy's abilities and pushing the crew to their breaking point. Elsewhere, Nico Robin confronts the ghoulish Dr. Hogback, whose desecration of the dead is an affront to her scholarly values. Unleashing the terrifying power of her Devil Fruit, Robin prepares to deliver a final, bone-shattering punishment to the mad doctor, all while the chilling presence of the second Warlord, Bartholomew Kuma, looms over the island.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"As the Straw Hats' desperate team effort against the monstrous Oars continues, Gecko Moria reveals he can manipulate the giant's body from the inside, stretching its limbs to mimic Luffy's abilities and pushing the crew to their breaking point. Elsewhere, Nico Robin confronts the ghoulish Dr. Hogback, whose desecration of the dead is an affront to her scholarly values. Unleashing the terrifying power of her Devil Fruit, Robin prepares to deliver a final, bone-shattering punishment to the mad doctor, all while the chilling presence of the second Warlord, Bartholomew Kuma, looms over the island.","key_events":[],"characters_involved":[{"name":"Kuma Bartholomew","role_in_result":"Supporting"},{"name":"Hogback","role_in_result":"Supporting"},{"name":"Robin Nico","role_in_result":"Main"},{"name":"Oars","role_in_result":"Supporting"}],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"As the Straw Hats' desperate team effort against the monstrous Oars continues, Gecko Moria reveals he can manipulate the giant's body from the inside, stretching its limbs to mimic Luffy's abilities and pushing the crew to their breaking point.","spoiler_summary":"As the Straw Hats' desperate team effort against the monstrous Oars continues, Gecko Moria reveals he can manipulate the giant's body from the inside, stretching its limbs to mimic Luffy's abilities and pushing the crew to their breaking point. Elsewhere, Nico Robin confronts the ghoulish Dr. Hogback, whose desecration of the dead is an affront to her scholarly values. Unleashing the terrifying power of her Devil Fruit, Robin prepares to deliver a final, bone-shattering punishment to the mad doctor, all while the chilling presence of the second Warlord, Bartholomew Kuma, looms over the island."},"source":{"canonical_path":"/series/one-piece-46bb51/chapter-477","citation_title":"WebtoonLib — One Piece #477","content_type":"chapter_summary","last_updated":"2026-07-25T22:14:42.864Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/one-piece-46bb51"}}