{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-25T14:34:42.333Z","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":"The Monstrous Duke's Adopted Daughter","slug":"the-monstrous-dukes-adopted-daughter-cc9902","original_title":"괴물 공작가의 계약 공녀"},"chapter":{"number":32,"release_date":"2025-03-08","last_updated":"2026-07-24T22:51:40.766Z","summary":"This chapter juxtaposes Leslie’s profound psychological trauma with the powerful political maneuvering undertaken for her justice. Readers are deeply affected by the realistic portrayal of Leslie's suffering, which manifests in devastating nightmares of fire and a reinforced steel cage, a plan her former father, the Marquis, is shown to be actively pursuing. Her primary fear is not for her own safety but for the potential harm a lost trial could bring upon her new family. The narrative then shifts to the imperial court, where the Emperor, Recardius, subverts common genre tropes by being a compassionate and reasonable ruler. His relationship with Duchess Salvator is one of friendly camaraderie and mutual respect, and he reacts with genuine horror to the evidence of abuse. This establishes a powerful alliance against the unrepentant Speràdo family, who remain confident in their victory. The chapter generates intense reader empathy for Leslie's ongoing pain while building anticipation for the promised nobility trial, with fans celebrating the supportive Emperor and eagerly awaiting the villains' downfall.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"This chapter juxtaposes Leslie’s profound psychological trauma with the powerful political maneuvering undertaken for her justice. Readers are deeply affected by the realistic portrayal of Leslie's suffering, which manifests in devastating nightmares of fire and a reinforced steel cage, a plan her former father, the Marquis, is shown to be actively pursuing. Her primary fear is not for her own safety but for the potential harm a lost trial could bring upon her new family. The narrative then shifts to the imperial court, where the Emperor, Recardius, subverts common genre tropes by being a compassionate and reasonable ruler. His relationship with Duchess Salvator is one of friendly camaraderie and mutual respect, and he reacts with genuine horror to the evidence of abuse. This establishes a powerful alliance against the unrepentant Speràdo family, who remain confident in their victory. The chapter generates intense reader empathy for Leslie's ongoing pain while building anticipation for the promised nobility trial, with fans celebrating the supportive Emperor and eagerly awaiting the villains' downfall.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"This chapter juxtaposes Leslie’s profound psychological trauma with the powerful political maneuvering undertaken for her justice.","spoiler_summary":"This chapter juxtaposes Leslie’s profound psychological trauma with the powerful political maneuvering undertaken for her justice. Readers are deeply affected by the realistic portrayal of Leslie's suffering, which manifests in devastating nightmares of fire and a reinforced steel cage, a plan her former father, the Marquis, is shown to be actively pursuing. Her primary fear is not for her own safety but for the potential harm a lost trial could bring upon her new family. The narrative then shifts to the imperial court, where the Emperor, Recardius, subverts common genre tropes by being a compassionate and reasonable ruler. His relationship with Duchess Salvator is one of friendly camaraderie and mutual respect, and he reacts with genuine horror to the evidence of abuse. This establishes a powerful alliance against the unrepentant Speràdo family, who remain confident in their victory. The chapter generates intense reader empathy for Leslie's ongoing pain while building anticipation for the promised nobility trial, with fans celebrating the supportive Emperor and eagerly awaiting the villains' downfall."},"source":{"canonical_path":"/series/the-monstrous-dukes-adopted-daughter-cc9902/chapter-32","citation_title":"WebtoonLib — The Monstrous Duke's Adopted Daughter #32","content_type":"chapter_summary","last_updated":"2026-07-25T14:34:42.333Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/the-monstrous-dukes-adopted-daughter-cc9902"}}