{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-27T07:43:59.150Z","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":"A Friendship So Impure","slug":"a-friendship-so-impure-41c943","original_title":"우정, 그 불순한"},"chapter":{"number":16,"release_date":"2025-03-06","last_updated":"2026-07-25T13:43:43.028Z","summary":"The chapter focuses on a tense confrontation at Siyoung's workplace, where her ex-boyfriend, Woojin, appears with a delusional and nonchalant attitude, attempting to downplay the gravity of his cheating. Readers are infuriated by his audacity, but overwhelmingly praise Siyoung for her composed and firm reaction. She gives him no time or attention, decisively dismissing him and reinforcing her decision to move on, which readers celebrate as \"BossB\\*tch energy.\" In stark contrast to the ex's toxic behavior, Jiho showcases his thoughtful and observant nature. Noticing Siyoung is unwell, he quietly leaves coffee and medication on her desk to help with her menstrual cramps. This gesture is met with widespread adoration from readers, who label him a \"green flag\" and a \"gentleman\" for his attentiveness to her needs. The chapter earns additional praise for normalizing menstruation, while the central events serve to further solidify reader contempt for Woojin and champion the burgeoning relationship between Siyoung and the caring, devoted Jiho.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The chapter focuses on a tense confrontation at Siyoung's workplace, where her ex-boyfriend, Woojin, appears with a delusional and nonchalant attitude, attempting to downplay the gravity of his cheating. Readers are infuriated by his audacity, but overwhelmingly praise Siyoung for her composed and firm reaction. She gives him no time or attention, decisively dismissing him and reinforcing her decision to move on, which readers celebrate as \"BossB\\*tch energy.\" In stark contrast to the ex's toxic behavior, Jiho showcases his thoughtful and observant nature. Noticing Siyoung is unwell, he quietly leaves coffee and medication on her desk to help with her menstrual cramps. This gesture is met with widespread adoration from readers, who label him a \"green flag\" and a \"gentleman\" for his attentiveness to her needs. The chapter earns additional praise for normalizing menstruation, while the central events serve to further solidify reader contempt for Woojin and champion the burgeoning relationship between Siyoung and the caring, devoted Jiho.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The chapter focuses on a tense confrontation at Siyoung's workplace, where her ex-boyfriend, Woojin, appears with a delusional and nonchalant attitude, attempting to downplay the gravity of his cheating.","spoiler_summary":"The chapter focuses on a tense confrontation at Siyoung's workplace, where her ex-boyfriend, Woojin, appears with a delusional and nonchalant attitude, attempting to downplay the gravity of his cheating. Readers are infuriated by his audacity, but overwhelmingly praise Siyoung for her composed and firm reaction. She gives him no time or attention, decisively dismissing him and reinforcing her decision to move on, which readers celebrate as \"BossB\\*tch energy.\" In stark contrast to the ex's toxic behavior, Jiho showcases his thoughtful and observant nature. Noticing Siyoung is unwell, he quietly leaves coffee and medication on her desk to help with her menstrual cramps. This gesture is met with widespread adoration from readers, who label him a \"green flag\" and a \"gentleman\" for his attentiveness to her needs. The chapter earns additional praise for normalizing menstruation, while the central events serve to further solidify reader contempt for Woojin and champion the burgeoning relationship between Siyoung and the caring, devoted Jiho."},"source":{"canonical_path":"/series/a-friendship-so-impure-41c943/chapter-16","citation_title":"WebtoonLib — A Friendship So Impure #16","content_type":"chapter_summary","last_updated":"2026-07-27T07:43:59.150Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/a-friendship-so-impure-41c943"}}