{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-27T09:34:15.208Z","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":"Private Scandal","slug":"private-scandal-official-24a870"},"chapter":{"number":82,"release_date":"2025-03-12","last_updated":"2026-07-26T17:40:11.784Z","summary":"The narrative escalates into a highly anticipated public confrontation where the primary antagonist, James Taylor, openly disparages Iliyan. In a dramatic and chaotic turn, Iliyan retaliates by physically dragging his own intoxicated father onto the stage, creating a massive public spectacle that exposes the source of his long-standing trauma. The confrontation reaches its climax when Iliyan physically assaults James, an act of violent retribution that readers overwhelmingly cheered as a cathartic and long-overdue moment of empowerment. Amid the escalating drama, Kyle's protective nature is highlighted when he shields Iliyan's eyes from a fellow model, Medina, who appears to be an ally in the unfolding chaos. Readers express intense hatred for James, viewing him as a pathetic fraud taking credit for his wife's work, and eagerly anticipate the fallout from Iliyan's messy but celebrated rebellion.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The narrative escalates into a highly anticipated public confrontation where the primary antagonist, James Taylor, openly disparages Iliyan. In a dramatic and chaotic turn, Iliyan retaliates by physically dragging his own intoxicated father onto the stage, creating a massive public spectacle that exposes the source of his long-standing trauma. The confrontation reaches its climax when Iliyan physically assaults James, an act of violent retribution that readers overwhelmingly cheered as a cathartic and long-overdue moment of empowerment. Amid the escalating drama, Kyle's protective nature is highlighted when he shields Iliyan's eyes from a fellow model, Medina, who appears to be an ally in the unfolding chaos. Readers express intense hatred for James, viewing him as a pathetic fraud taking credit for his wife's work, and eagerly anticipate the fallout from Iliyan's messy but celebrated rebellion.","key_events":["Iliyan physically assaults James Taylor on stage after being publicly disparaged."],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The narrative escalates into a highly anticipated public confrontation where the primary antagonist, James Taylor, openly disparages Iliyan.","spoiler_summary":"The narrative escalates into a highly anticipated public confrontation where the primary antagonist, James Taylor, openly disparages Iliyan. In a dramatic and chaotic turn, Iliyan retaliates by physically dragging his own intoxicated father onto the stage, creating a massive public spectacle that exposes the source of his long-standing trauma. The confrontation reaches its climax when Iliyan physically assaults James, an act of violent retribution that readers overwhelmingly cheered as a cathartic and long-overdue moment of empowerment. Amid the escalating drama, Kyle's protective nature is highlighted when he shields Iliyan's eyes from a fellow model, Medina, who appears to be an ally in the unfolding chaos. Readers express intense hatred for James, viewing him as a pathetic fraud taking credit for his wife's work, and eagerly anticipate the fallout from Iliyan's messy but celebrated rebellion."},"source":{"canonical_path":"/series/private-scandal-official-24a870/chapter-82","citation_title":"WebtoonLib — Private Scandal #82","content_type":"chapter_summary","last_updated":"2026-07-27T09:34:15.208Z"},"data_status":"complete"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/private-scandal-official-24a870"}}