{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-24T20:32:54.225Z","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":197,"release_date":"2025-05-29","last_updated":"2026-02-02T02:26:34.152Z","summary":"The battlefield descends into surreal madness with the arrival of two bizarre new figures: a weeping girl with a hero complex and a grotesque Chainsaw Man doppelgänger seemingly constructed from flesh and bone. Their nonsensical talk of \"justice\" and erratic behavior only deepen the confusion, leaving Denji, Nayuta, and Asa caught in the crossfire of a conflict that no longer makes sense. As the manga veers into increasingly unpredictable and absurd territory, readers and characters alike are left utterly bewildered, struggling to comprehend the escalating chaos.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The battlefield descends into surreal madness with the arrival of two bizarre new figures: a weeping girl with a hero complex and a grotesque Chainsaw Man doppelgänger seemingly constructed from flesh and bone. Their nonsensical talk of \"justice\" and erratic behavior only deepen the confusion, leaving Denji, Nayuta, and Asa caught in the crossfire of a conflict that no longer makes sense. As the manga veers into increasingly unpredictable and absurd territory, readers and characters alike are left utterly bewildered, struggling to comprehend the escalating chaos.","key_events":[],"characters_involved":[{"name":"Denji","role_in_result":"character"}],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The battlefield descends into surreal madness with the arrival of two bizarre new figures: a weeping girl with a hero complex and a grotesque Chainsaw Man doppelgänger seemingly constructed from flesh and bone.","spoiler_summary":"The battlefield descends into surreal madness with the arrival of two bizarre new figures: a weeping girl with a hero complex and a grotesque Chainsaw Man doppelgänger seemingly constructed from flesh and bone. Their nonsensical talk of \"justice\" and erratic behavior only deepen the confusion, leaving Denji, Nayuta, and Asa caught in the crossfire of a conflict that no longer makes sense. As the manga veers into increasingly unpredictable and absurd territory, readers and characters alike are left utterly bewildered, struggling to comprehend the escalating chaos."},"source":{"canonical_path":"/series/chainsaw-man-60cd22/chapter-197","citation_title":"WebtoonLib — Chainsaw Man #197","content_type":"chapter_summary","last_updated":"2026-07-24T20:32:54.225Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/chainsaw-man-60cd22"}}