{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-25T06:08:19.362Z","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":"Chainsaw Man","slug":"chainsaw-man-60cd22","original_title":"チェンソーマン"},"chapter":{"number":33,"release_date":"2025-05-29","last_updated":"2026-02-02T02:26:33.012Z","summary":"In a chilling display of power, Makima reveals her true counter-attack against the Yakuza. While the remnants of the special squad are thrown into a seemingly planless assault on a zombie-filled building, Makima orchestrates a far more sinister operation from a remote temple. Having mysteriously acquired the eyes of the Yakuza members' relatives, she uses them as a sacrifice to invoke a devil's power, forcing the crime bosses into a contract that results in their immediate and gruesome deaths, showcasing the terrifying extent of her influence and abilities.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"In a chilling display of power, Makima reveals her true counter-attack against the Yakuza. While the remnants of the special squad are thrown into a seemingly planless assault on a zombie-filled building, Makima orchestrates a far more sinister operation from a remote temple. Having mysteriously acquired the eyes of the Yakuza members' relatives, she uses them as a sacrifice to invoke a devil's power, forcing the crime bosses into a contract that results in their immediate and gruesome deaths, showcasing the terrifying extent of her influence and abilities.","key_events":[],"characters_involved":[{"name":"Aki Hayakawa","role_in_result":"character"},{"name":"Makima","role_in_result":"character"}],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"In a chilling display of power, Makima reveals her true counter-attack against the Yakuza.","spoiler_summary":"In a chilling display of power, Makima reveals her true counter-attack against the Yakuza. While the remnants of the special squad are thrown into a seemingly planless assault on a zombie-filled building, Makima orchestrates a far more sinister operation from a remote temple. Having mysteriously acquired the eyes of the Yakuza members' relatives, she uses them as a sacrifice to invoke a devil's power, forcing the crime bosses into a contract that results in their immediate and gruesome deaths, showcasing the terrifying extent of her influence and abilities."},"source":{"canonical_path":"/series/chainsaw-man-60cd22/chapter-33","citation_title":"WebtoonLib — Chainsaw Man #33","content_type":"chapter_summary","last_updated":"2026-07-25T06:08:19.362Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/chainsaw-man-60cd22"}}