{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-09-22T16:30:05.030Z","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":103,"chapter_key":"103","release_date":"2025-03-04","last_updated":"2026-07-31T12:08:11.408Z","summary":"The previous chapter's cliffhanger, where Zachary confronted Bianca about her prophetic knowledge of an impending war, does not result in her revealing her past life. Instead, the intense confrontation pivots into a passionate physical encounter initiated by Bianca. This development has been met with widespread reader enthusiasm, with commentary heavily focused on the couple's intimacy, the existence of a more explicit \"R-19\" version of the chapter, and praise for Zachary's patient, supportive nature, which has earned him \"green flag\" status. While the central plot point of Bianca's secret remains unresolved, the chapter introduces a new, highly engaging cliffhanger. The final panel features Princess Audelie asking an unseen person on a date, a moment that has ignited significant excitement and speculation about a potential \"yuri route.\" This has caused an explosion of support for Princess Audelie, with many readers declaring their own desire to date her and cementing her as a fan-favorite character who now shares the narrative spotlight.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The previous chapter's cliffhanger, where Zachary confronted Bianca about her prophetic knowledge of an impending war, does not result in her revealing her past life. Instead, the intense confrontation pivots into a passionate physical encounter initiated by Bianca. This development has been met with widespread reader enthusiasm, with commentary heavily focused on the couple's intimacy, the existence of a more explicit \"R-19\" version of the chapter, and praise for Zachary's patient, supportive nature, which has earned him \"green flag\" status. While the central plot point of Bianca's secret remains unresolved, the chapter introduces a new, highly engaging cliffhanger. The final panel features Princess Audelie asking an unseen person on a date, a moment that has ignited significant excitement and speculation about a potential \"yuri route.\" This has caused an explosion of support for Princess Audelie, with many readers declaring their own desire to date her and cementing her as a fan-favorite character who now shares the narrative spotlight.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The previous chapter's cliffhanger, where Zachary confronted Bianca about her prophetic knowledge of an impending war, does not result in her revealing her past life.","spoiler_summary":"The previous chapter's cliffhanger, where Zachary confronted Bianca about her prophetic knowledge of an impending war, does not result in her revealing her past life. Instead, the intense confrontation pivots into a passionate physical encounter initiated by Bianca. This development has been met with widespread reader enthusiasm, with commentary heavily focused on the couple's intimacy, the existence of a more explicit \"R-19\" version of the chapter, and praise for Zachary's patient, supportive nature, which has earned him \"green flag\" status. While the central plot point of Bianca's secret remains unresolved, the chapter introduces a new, highly engaging cliffhanger. The final panel features Princess Audelie asking an unseen person on a date, a moment that has ignited significant excitement and speculation about a potential \"yuri route.\" This has caused an explosion of support for Princess Audelie, with many readers declaring their own desire to date her and cementing her as a fan-favorite character who now shares the narrative spotlight."},"source":{"canonical_path":"/series/marriage-of-convenience-245056/chapter-103","citation_title":"WebtoonLib — Marriage of Convenience #103","content_type":"chapter_summary","last_updated":"2026-09-22T16:30:05.030Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/marriage-of-convenience-245056"}}