{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-27T05:39:05.381Z","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":"Only Virgins Left Alive","slug":"only-virgins-left-alive-b5f399","original_title":"동정이 아니면 죽어야 해요"},"chapter":{"number":5,"release_date":"2025-05-09","last_updated":"2026-07-26T05:06:11.851Z","summary":"The chapter dives headfirst into Lin Seok's perspective, revealing that his prudish exterior hides a hilariously unhinged and foul-mouthed inner monologue. Far from the virginity purist Gyutae believed him to be, Seok is an intensely possessive yandere whose thoughts veer from extreme plans to keep Gyutae by his side to sheer panic over their first intimate moment. This sudden reveal of his true, red-flag-waving nature has readers both laughing hysterically and warning others to run from anyone like him in real life, all while agreeing that these two \"idiots in love\" are a perfect match.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The chapter dives headfirst into Lin Seok's perspective, revealing that his prudish exterior hides a hilariously unhinged and foul-mouthed inner monologue. Far from the virginity purist Gyutae believed him to be, Seok is an intensely possessive yandere whose thoughts veer from extreme plans to keep Gyutae by his side to sheer panic over their first intimate moment. This sudden reveal of his true, red-flag-waving nature has readers both laughing hysterically and warning others to run from anyone like him in real life, all while agreeing that these two \"idiots in love\" are a perfect match.","key_events":["Seok's inner monologue reveals he is a possessive yandere who was actually obsessed with Gyutae all along."],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The chapter dives headfirst into Lin Seok's perspective, revealing that his prudish exterior hides a hilariously unhinged and foul-mouthed inner monologue.","spoiler_summary":"The chapter dives headfirst into Lin Seok's perspective, revealing that his prudish exterior hides a hilariously unhinged and foul-mouthed inner monologue. Far from the virginity purist Gyutae believed him to be, Seok is an intensely possessive yandere whose thoughts veer from extreme plans to keep Gyutae by his side to sheer panic over their first intimate moment. This sudden reveal of his true, red-flag-waving nature has readers both laughing hysterically and warning others to run from anyone like him in real life, all while agreeing that these two \"idiots in love\" are a perfect match."},"source":{"canonical_path":"/series/only-virgins-left-alive-b5f399/chapter-5","citation_title":"WebtoonLib — Only Virgins Left Alive #5","content_type":"chapter_summary","last_updated":"2026-07-27T05:39:05.381Z"},"data_status":"complete"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/only-virgins-left-alive-b5f399"}}