{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-27T07:21:20.073Z","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":"Marry My Husband","slug":"marry-my-husband-430f5f","original_title":"내 남편과 결혼해줘"},"chapter":{"number":32,"release_date":"2025-03-07","last_updated":"2026-07-27T04:54:36.173Z","summary":"With the primary revenge plot successfully concluded by marrying her former best friend Sumin to her treacherous ex-fiancé Minhwan, the narrative has shifted to Kang Jiwon's personal healing and her burgeoning romance with Jihyeok Yu. However, the current chapter's drama is driven by Sumin's escalating and unhinged behavior. Reader commentary is overwhelmingly focused on her actions, labeling her a \"pathological liar\" whose manipulative tactics have become increasingly audacious and contradictory. The central point of contention is Sumin fabricating a pregnancy, only to claim moments later in the same conversation that she suffered a miscarriage and is blaming Jiwon for it. This sequence has readers simultaneously disgusted by her \"delusional\" and \"mentally ill\" behavior and morbidly fascinated by the creativity of her lies. In stark contrast to this chaotic subplot, the relationship between Jiwon and Jihyeok provides a wholesome counterpoint. Readers are delighting in Jihyeok's gentle and caring \"soft mode\" around Jiwon, celebrating their cute interactions. The chapter effectively juxtaposes the toxic fallout of Jiwon's past with the promise of her reclaimed future, as Sumin's desperate machinations serve as a dark backdrop to the protagonists' romantic development.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"With the primary revenge plot successfully concluded by marrying her former best friend Sumin to her treacherous ex-fiancé Minhwan, the narrative has shifted to Kang Jiwon's personal healing and her burgeoning romance with Jihyeok Yu. However, the current chapter's drama is driven by Sumin's escalating and unhinged behavior. Reader commentary is overwhelmingly focused on her actions, labeling her a \"pathological liar\" whose manipulative tactics have become increasingly audacious and contradictory. The central point of contention is Sumin fabricating a pregnancy, only to claim moments later in the same conversation that she suffered a miscarriage and is blaming Jiwon for it. This sequence has readers simultaneously disgusted by her \"delusional\" and \"mentally ill\" behavior and morbidly fascinated by the creativity of her lies. In stark contrast to this chaotic subplot, the relationship between Jiwon and Jihyeok provides a wholesome counterpoint. Readers are delighting in Jihyeok's gentle and caring \"soft mode\" around Jiwon, celebrating their cute interactions. The chapter effectively juxtaposes the toxic fallout of Jiwon's past with the promise of her reclaimed future, as Sumin's desperate machinations serve as a dark backdrop to the protagonists' romantic development.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"With the primary revenge plot successfully concluded by marrying her former best friend Sumin to her treacherous ex-fiancé Minhwan, the narrative has shifted to Kang Jiwon's personal healing and her burgeoning romance with Jihyeok Yu.","spoiler_summary":"With the primary revenge plot successfully concluded by marrying her former best friend Sumin to her treacherous ex-fiancé Minhwan, the narrative has shifted to Kang Jiwon's personal healing and her burgeoning romance with Jihyeok Yu. However, the current chapter's drama is driven by Sumin's escalating and unhinged behavior. Reader commentary is overwhelmingly focused on her actions, labeling her a \"pathological liar\" whose manipulative tactics have become increasingly audacious and contradictory. The central point of contention is Sumin fabricating a pregnancy, only to claim moments later in the same conversation that she suffered a miscarriage and is blaming Jiwon for it. This sequence has readers simultaneously disgusted by her \"delusional\" and \"mentally ill\" behavior and morbidly fascinated by the creativity of her lies. In stark contrast to this chaotic subplot, the relationship between Jiwon and Jihyeok provides a wholesome counterpoint. Readers are delighting in Jihyeok's gentle and caring \"soft mode\" around Jiwon, celebrating their cute interactions. The chapter effectively juxtaposes the toxic fallout of Jiwon's past with the promise of her reclaimed future, as Sumin's desperate machinations serve as a dark backdrop to the protagonists' romantic development."},"source":{"canonical_path":"/series/marry-my-husband-430f5f/chapter-32","citation_title":"WebtoonLib — Marry My Husband #32","content_type":"chapter_summary","last_updated":"2026-07-27T07:21:20.073Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/marry-my-husband-430f5f"}}