{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-27T07:07:52.165Z","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":16,"release_date":"2025-05-09","last_updated":"2026-07-24T13:40:10.731Z","summary":"Bringing the chaotic couple's story to a heartfelt and steamy conclusion, this final chapter delivers an unforgettable mix of sweetness and spice. The intimacy escalates with a scene that is both humorous—thanks to Seok's research via tutorial—and intensely passionate, highlighting a new level of tender consent between them. From a surprisingly hot encounter to the adorably dramatic gesture of mailing a kiss on a dollar bill, the chapter is a whirlwind of the \"wholesomely toxic\" dynamic fans adore. While providing a satisfyingly fluffy ending, the finality leaves readers simultaneously swooning and heartbroken, already missing the couple and clamoring for more.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"Bringing the chaotic couple's story to a heartfelt and steamy conclusion, this final chapter delivers an unforgettable mix of sweetness and spice. The intimacy escalates with a scene that is both humorous—thanks to Seok's research via tutorial—and intensely passionate, highlighting a new level of tender consent between them. From a surprisingly hot encounter to the adorably dramatic gesture of mailing a kiss on a dollar bill, the chapter is a whirlwind of the \"wholesomely toxic\" dynamic fans adore. While providing a satisfyingly fluffy ending, the finality leaves readers simultaneously swooning and heartbroken, already missing the couple and clamoring for more.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"Bringing the chaotic couple's story to a heartfelt and steamy conclusion, this final chapter delivers an unforgettable mix of sweetness and spice.","spoiler_summary":"Bringing the chaotic couple's story to a heartfelt and steamy conclusion, this final chapter delivers an unforgettable mix of sweetness and spice. The intimacy escalates with a scene that is both humorous—thanks to Seok's research via tutorial—and intensely passionate, highlighting a new level of tender consent between them. From a surprisingly hot encounter to the adorably dramatic gesture of mailing a kiss on a dollar bill, the chapter is a whirlwind of the \"wholesomely toxic\" dynamic fans adore. While providing a satisfyingly fluffy ending, the finality leaves readers simultaneously swooning and heartbroken, already missing the couple and clamoring for more."},"source":{"canonical_path":"/series/only-virgins-left-alive-b5f399/chapter-16","citation_title":"WebtoonLib — Only Virgins Left Alive #16","content_type":"chapter_summary","last_updated":"2026-07-27T07:07:52.165Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/only-virgins-left-alive-b5f399"}}