{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-25T09:56:13.406Z","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":51,"release_date":"2025-03-04","last_updated":"2026-06-26T14:17:34.758Z","summary":"The chapter continues the series' epilogue phase, focusing on lighthearted character moments and fan-favorite relationships. Knight Gaspard's budding romance with maid Yvonne is a central focus, highlighted by a comedic scene where a horse acts as an unwitting wingman, startling her into his arms. The narrative also revisits the main couple, Bianca and Zachary, with a significant moment where she unexpectedly calls him \"darling,\" signaling a new level of intimacy in their relationship. Meanwhile, Knight Sauveur provides comic relief with his earnest, humorous interactions with the horses, endearing him further to readers. A recurring point of discussion, fueled by character flashbacks, is the collective reflection on unfairly judging Bianca's behavior when she first arrived as a frightened eleven-year-old child bride, with readers praising the series' nuanced handling of her traumatic past.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The chapter continues the series' epilogue phase, focusing on lighthearted character moments and fan-favorite relationships. Knight Gaspard's budding romance with maid Yvonne is a central focus, highlighted by a comedic scene where a horse acts as an unwitting wingman, startling her into his arms. The narrative also revisits the main couple, Bianca and Zachary, with a significant moment where she unexpectedly calls him \"darling,\" signaling a new level of intimacy in their relationship. Meanwhile, Knight Sauveur provides comic relief with his earnest, humorous interactions with the horses, endearing him further to readers. A recurring point of discussion, fueled by character flashbacks, is the collective reflection on unfairly judging Bianca's behavior when she first arrived as a frightened eleven-year-old child bride, with readers praising the series' nuanced handling of her traumatic past.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The chapter continues the series' epilogue phase, focusing on lighthearted character moments and fan-favorite relationships.","spoiler_summary":"The chapter continues the series' epilogue phase, focusing on lighthearted character moments and fan-favorite relationships. Knight Gaspard's budding romance with maid Yvonne is a central focus, highlighted by a comedic scene where a horse acts as an unwitting wingman, startling her into his arms. The narrative also revisits the main couple, Bianca and Zachary, with a significant moment where she unexpectedly calls him \"darling,\" signaling a new level of intimacy in their relationship. Meanwhile, Knight Sauveur provides comic relief with his earnest, humorous interactions with the horses, endearing him further to readers. A recurring point of discussion, fueled by character flashbacks, is the collective reflection on unfairly judging Bianca's behavior when she first arrived as a frightened eleven-year-old child bride, with readers praising the series' nuanced handling of her traumatic past."},"source":{"canonical_path":"/series/marriage-of-convenience-245056/chapter-51","citation_title":"WebtoonLib — Marriage of Convenience #51","content_type":"chapter_summary","last_updated":"2026-07-25T09:56:13.406Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/marriage-of-convenience-245056"}}