{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-09-22T15:19:56.281Z","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":123,"chapter_key":"123","release_date":"2025-03-04","last_updated":"2026-07-26T03:29:15.945Z","summary":"The confrontation between Bianca and Prince Jacob escalates into a life-or-death struggle. After Jacob presents what is implied to be proof of Zachary's death, Bianca, rather than succumbing to grief, unleashes her rage and threatens Jacob with a knife. This violent turn is met with overwhelming and enthusiastic support from readers, who flood the comments with encouragement for her to kill the antagonist, celebrating her strength and resolve. The dominant sentiment is a fervent desire to see Jacob harmed, with many cheering for \"treason\" and demanding a bloody outcome. However, this excitement is tempered by widespread skepticism. Most readers do not believe Zachary is truly dead, often citing spoilers or plot armor as assurance. Concurrently, many express doubt that Bianca will succeed in killing Jacob, pointing to his superior combat skills and the political fallout of such an act. A smaller faction of readers criticizes Bianca's tactical decisions, questioning why she knowingly walked into a trap and didn't take more effective measures to protect Zachary earlier. The chapter ends on a tense cliffhanger, with Bianca poised to strike, fueled by reader support but constrained by narrative and practical realities.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The confrontation between Bianca and Prince Jacob escalates into a life-or-death struggle. After Jacob presents what is implied to be proof of Zachary's death, Bianca, rather than succumbing to grief, unleashes her rage and threatens Jacob with a knife. This violent turn is met with overwhelming and enthusiastic support from readers, who flood the comments with encouragement for her to kill the antagonist, celebrating her strength and resolve. The dominant sentiment is a fervent desire to see Jacob harmed, with many cheering for \"treason\" and demanding a bloody outcome. However, this excitement is tempered by widespread skepticism. Most readers do not believe Zachary is truly dead, often citing spoilers or plot armor as assurance. Concurrently, many express doubt that Bianca will succeed in killing Jacob, pointing to his superior combat skills and the political fallout of such an act. A smaller faction of readers criticizes Bianca's tactical decisions, questioning why she knowingly walked into a trap and didn't take more effective measures to protect Zachary earlier. The chapter ends on a tense cliffhanger, with Bianca poised to strike, fueled by reader support but constrained by narrative and practical realities.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The confrontation between Bianca and Prince Jacob escalates into a life-or-death struggle.","spoiler_summary":"The confrontation between Bianca and Prince Jacob escalates into a life-or-death struggle. After Jacob presents what is implied to be proof of Zachary's death, Bianca, rather than succumbing to grief, unleashes her rage and threatens Jacob with a knife. This violent turn is met with overwhelming and enthusiastic support from readers, who flood the comments with encouragement for her to kill the antagonist, celebrating her strength and resolve. The dominant sentiment is a fervent desire to see Jacob harmed, with many cheering for \"treason\" and demanding a bloody outcome. However, this excitement is tempered by widespread skepticism. Most readers do not believe Zachary is truly dead, often citing spoilers or plot armor as assurance. Concurrently, many express doubt that Bianca will succeed in killing Jacob, pointing to his superior combat skills and the political fallout of such an act. A smaller faction of readers criticizes Bianca's tactical decisions, questioning why she knowingly walked into a trap and didn't take more effective measures to protect Zachary earlier. The chapter ends on a tense cliffhanger, with Bianca poised to strike, fueled by reader support but constrained by narrative and practical realities."},"source":{"canonical_path":"/series/marriage-of-convenience-245056/chapter-123","citation_title":"WebtoonLib — Marriage of Convenience #123","content_type":"chapter_summary","last_updated":"2026-09-22T15:19:56.281Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/marriage-of-convenience-245056"}}