{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-25T08:53:33.526Z","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":10,"release_date":"2025-03-03","last_updated":"2026-07-24T22:28:42.475Z","summary":"The chapter continues the deeply emotional reconciliation between the side couple, Marceau and Catherine, focusing on the tender aftermath of the previous chapter's revelations. The narrative is filled with raw emotion, showing the couple crying together until sunrise, which has moved many readers to tears as well. Fan commentary is overwhelmingly positive, celebrating the couple's \"precious\" and \"perfect\" bond. Marceau's vulnerability is a significant highlight, with readers finding his crying beautiful and viewing him as a deeply devoted husband. Simultaneously, readers are re-evaluating Catherine, who is no longer seen as just a shy lady but as a clever \"mastermind\" with a \"Devilish side\" for having known her husband's secrets all along. This character depth and compelling dynamic have led many fans to declare Marceau and Catherine's story superior to the main plot of \"Marriage of Convenience\" and one of the best side stories they have ever read. A key point of intrigue remains, as comments suggest Marceau is still unaware of the full extent of Catherine's knowledge about his past, leaving a subtle tension in their otherwise celebrated relationship.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The chapter continues the deeply emotional reconciliation between the side couple, Marceau and Catherine, focusing on the tender aftermath of the previous chapter's revelations. The narrative is filled with raw emotion, showing the couple crying together until sunrise, which has moved many readers to tears as well. Fan commentary is overwhelmingly positive, celebrating the couple's \"precious\" and \"perfect\" bond. Marceau's vulnerability is a significant highlight, with readers finding his crying beautiful and viewing him as a deeply devoted husband. Simultaneously, readers are re-evaluating Catherine, who is no longer seen as just a shy lady but as a clever \"mastermind\" with a \"Devilish side\" for having known her husband's secrets all along. This character depth and compelling dynamic have led many fans to declare Marceau and Catherine's story superior to the main plot of \"Marriage of Convenience\" and one of the best side stories they have ever read. A key point of intrigue remains, as comments suggest Marceau is still unaware of the full extent of Catherine's knowledge about his past, leaving a subtle tension in their otherwise celebrated relationship.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The chapter continues the deeply emotional reconciliation between the side couple, Marceau and Catherine, focusing on the tender aftermath of the previous chapter's revelations.","spoiler_summary":"The chapter continues the deeply emotional reconciliation between the side couple, Marceau and Catherine, focusing on the tender aftermath of the previous chapter's revelations. The narrative is filled with raw emotion, showing the couple crying together until sunrise, which has moved many readers to tears as well. Fan commentary is overwhelmingly positive, celebrating the couple's \"precious\" and \"perfect\" bond. Marceau's vulnerability is a significant highlight, with readers finding his crying beautiful and viewing him as a deeply devoted husband. Simultaneously, readers are re-evaluating Catherine, who is no longer seen as just a shy lady but as a clever \"mastermind\" with a \"Devilish side\" for having known her husband's secrets all along. This character depth and compelling dynamic have led many fans to declare Marceau and Catherine's story superior to the main plot of \"Marriage of Convenience\" and one of the best side stories they have ever read. A key point of intrigue remains, as comments suggest Marceau is still unaware of the full extent of Catherine's knowledge about his past, leaving a subtle tension in their otherwise celebrated relationship."},"source":{"canonical_path":"/series/marriage-of-convenience-245056/chapter-10","citation_title":"WebtoonLib — Marriage of Convenience #10","content_type":"chapter_summary","last_updated":"2026-07-25T08:53:33.526Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/marriage-of-convenience-245056"}}