{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-09-22T15:53:54.264Z","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":"Marriage of Convenience","slug":"marriage-of-convenience-245056","original_title":"결혼 장사"},"chapter":{"number":81,"chapter_key":"81","release_date":"2025-03-04","last_updated":"2026-07-28T08:55:09.020Z","summary":"The chapter centers on a flashback revealing the protagonist was married as a child to a much older man, a traumatic event that contextualizes her current \"bitchy\" and extravagant personality as a coping mechanism. This backstory, showing her isolation and the influence of a protective nursemaid, generates significant reader sympathy for her. The chapter's most celebrated moment is the protagonist delivering a brutally satisfying slap to a disrespectful maid, accompanied by the iconic line, \"You'd best bite down hard, girl,\" which readers universally praise as a cathartic and well-deserved act of defiance against a toxic servant. However, a secondary point of discussion and confusion among readers is the protagonist's seemingly unfounded assumption that her husband is planning to replace her with a mistress, a conclusion that appears to contradict her knowledge of his future loyalty from her previous life.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The chapter centers on a flashback revealing the protagonist was married as a child to a much older man, a traumatic event that contextualizes her current \"bitchy\" and extravagant personality as a coping mechanism. This backstory, showing her isolation and the influence of a protective nursemaid, generates significant reader sympathy for her. The chapter's most celebrated moment is the protagonist delivering a brutally satisfying slap to a disrespectful maid, accompanied by the iconic line, \"You'd best bite down hard, girl,\" which readers universally praise as a cathartic and well-deserved act of defiance against a toxic servant. However, a secondary point of discussion and confusion among readers is the protagonist's seemingly unfounded assumption that her husband is planning to replace her with a mistress, a conclusion that appears to contradict her knowledge of his future loyalty from her previous life.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The chapter centers on a flashback revealing the protagonist was married as a child to a much older man, a traumatic event that contextualizes her current \"bitchy\" and extravagant personality as a coping mechanism.","spoiler_summary":"The chapter centers on a flashback revealing the protagonist was married as a child to a much older man, a traumatic event that contextualizes her current \"bitchy\" and extravagant personality as a coping mechanism. This backstory, showing her isolation and the influence of a protective nursemaid, generates significant reader sympathy for her. The chapter's most celebrated moment is the protagonist delivering a brutally satisfying slap to a disrespectful maid, accompanied by the iconic line, \"You'd best bite down hard, girl,\" which readers universally praise as a cathartic and well-deserved act of defiance against a toxic servant. However, a secondary point of discussion and confusion among readers is the protagonist's seemingly unfounded assumption that her husband is planning to replace her with a mistress, a conclusion that appears to contradict her knowledge of his future loyalty from her previous life."},"source":{"canonical_path":"/series/marriage-of-convenience-245056/chapter-81","citation_title":"WebtoonLib — Marriage of Convenience #81","content_type":"chapter_summary","last_updated":"2026-09-22T15:53:54.264Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/marriage-of-convenience-245056"}}