{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-25T12:40:40.011Z","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":28,"release_date":"2025-03-04","last_updated":"2026-07-25T04:21:45.839Z","summary":"The narrative shifts from the previous chapter's kidnapping plot to focus on Bianca's development as a resourceful lady of the house. She demonstrates her growing agency by investing in the local economy, specifically by supporting a prodigious child who carves intricate candles. This entrepreneurial move is widely praised by readers, who admire her initiative and draw humorous comparisons between the child's talent and Michelangelo. This positive storyline is contrasted by a new internal conflict, as Bianca's loyal maid, Yvonne, faces escalating bullying from maids still loyal to a previously dismissed antagonist, Antete. This subplot has ignited a furious and protective response from the readership, with many demanding the offending maids be fired and questioning their lack of self-preservation. A growing sense of unease also surrounds Yvonne, as her repeated declaration that \"being healthy is my specialty\" is widely interpreted as ominous foreshadowing. The reader comments are further characterized by meta-humor, with numerous jokes about being \"isekai'd\" into the story to introduce modern weaponry and solve the conflict.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The narrative shifts from the previous chapter's kidnapping plot to focus on Bianca's development as a resourceful lady of the house. She demonstrates her growing agency by investing in the local economy, specifically by supporting a prodigious child who carves intricate candles. This entrepreneurial move is widely praised by readers, who admire her initiative and draw humorous comparisons between the child's talent and Michelangelo. This positive storyline is contrasted by a new internal conflict, as Bianca's loyal maid, Yvonne, faces escalating bullying from maids still loyal to a previously dismissed antagonist, Antete. This subplot has ignited a furious and protective response from the readership, with many demanding the offending maids be fired and questioning their lack of self-preservation. A growing sense of unease also surrounds Yvonne, as her repeated declaration that \"being healthy is my specialty\" is widely interpreted as ominous foreshadowing. The reader comments are further characterized by meta-humor, with numerous jokes about being \"isekai'd\" into the story to introduce modern weaponry and solve the conflict.","key_events":["Bianca invests in the local economy, supporting a child candle-maker and lace production."],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The narrative shifts from the previous chapter's kidnapping plot to focus on Bianca's development as a resourceful lady of the house.","spoiler_summary":"The narrative shifts from the previous chapter's kidnapping plot to focus on Bianca's development as a resourceful lady of the house. She demonstrates her growing agency by investing in the local economy, specifically by supporting a prodigious child who carves intricate candles. This entrepreneurial move is widely praised by readers, who admire her initiative and draw humorous comparisons between the child's talent and Michelangelo. This positive storyline is contrasted by a new internal conflict, as Bianca's loyal maid, Yvonne, faces escalating bullying from maids still loyal to a previously dismissed antagonist, Antete. This subplot has ignited a furious and protective response from the readership, with many demanding the offending maids be fired and questioning their lack of self-preservation. A growing sense of unease also surrounds Yvonne, as her repeated declaration that \"being healthy is my specialty\" is widely interpreted as ominous foreshadowing. The reader comments are further characterized by meta-humor, with numerous jokes about being \"isekai'd\" into the story to introduce modern weaponry and solve the conflict."},"source":{"canonical_path":"/series/marriage-of-convenience-245056/chapter-28","citation_title":"WebtoonLib — Marriage of Convenience #28","content_type":"chapter_summary","last_updated":"2026-07-25T12:40:40.011Z"},"data_status":"complete"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/marriage-of-convenience-245056"}}