{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-09-22T15:40:18.021Z","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":72,"chapter_key":"72","release_date":"2025-03-04","last_updated":"2026-07-28T08:33:00.330Z","summary":"Following the public humiliation inflicted by the predatory Prince Jacob, Zachary’s protective instincts erupt, leading him to physically remove Bianca from the threatening situation. The incident galvanizes Zachary and his loyal knights, who collectively recognize the prince as a dangerous pervert and a direct threat to their countess. Their unified rage and determination to protect Bianca at all costs shift the story’s conflict, pivoting from resolved family drama to a new, high-stakes battle against a brazen royal antagonist obsessed with possessing her. The knights' serious resolve is punctuated by moments of levity, such as Gaspard’s continued preoccupation with taxes.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"Following the public humiliation inflicted by the predatory Prince Jacob, Zachary’s protective instincts erupt, leading him to physically remove Bianca from the threatening situation. The incident galvanizes Zachary and his loyal knights, who collectively recognize the prince as a dangerous pervert and a direct threat to their countess. Their unified rage and determination to protect Bianca at all costs shift the story’s conflict, pivoting from resolved family drama to a new, high-stakes battle against a brazen royal antagonist obsessed with possessing her. The knights' serious resolve is punctuated by moments of levity, such as Gaspard’s continued preoccupation with taxes.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"Following the public humiliation inflicted by the predatory Prince Jacob, Zachary’s protective instincts erupt, leading him to physically remove Bianca from the threatening situation.","spoiler_summary":"Following the public humiliation inflicted by the predatory Prince Jacob, Zachary’s protective instincts erupt, leading him to physically remove Bianca from the threatening situation. The incident galvanizes Zachary and his loyal knights, who collectively recognize the prince as a dangerous pervert and a direct threat to their countess. Their unified rage and determination to protect Bianca at all costs shift the story’s conflict, pivoting from resolved family drama to a new, high-stakes battle against a brazen royal antagonist obsessed with possessing her. The knights' serious resolve is punctuated by moments of levity, such as Gaspard’s continued preoccupation with taxes."},"source":{"canonical_path":"/series/marriage-of-convenience-245056/chapter-72","citation_title":"WebtoonLib — Marriage of Convenience #72","content_type":"chapter_summary","last_updated":"2026-09-22T15:40:18.021Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/marriage-of-convenience-245056"}}