{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-25T09:47:45.676Z","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":"Glass Wall","slug":"glass-wall-1f7b96"},"chapter":{"number":12,"release_date":"2025-05-16","last_updated":"2026-07-22T10:56:50.470Z","summary":"The fallout from Edward's rejection is violently eclipsed by a far greater tragedy. Liliana's world completely collapses with the discovery of her parents' suicide, a trauma amplified by the crushing guilt from her final, harsh words to her father. As the family's hidden financial ruin is laid bare, unpaid servants begin looting the estate, leaving the once-sheltered aristocrat utterly alone amidst the chaos. This brutal trial by fire forces a traumatic awakening upon Liliana, whose future is now as uncertain as the loyalty of those around her.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The fallout from Edward's rejection is violently eclipsed by a far greater tragedy. Liliana's world completely collapses with the discovery of her parents' suicide, a trauma amplified by the crushing guilt from her final, harsh words to her father. As the family's hidden financial ruin is laid bare, unpaid servants begin looting the estate, leaving the once-sheltered aristocrat utterly alone amidst the chaos. This brutal trial by fire forces a traumatic awakening upon Liliana, whose future is now as uncertain as the loyalty of those around her.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The fallout from Edward's rejection is violently eclipsed by a far greater tragedy.","spoiler_summary":"The fallout from Edward's rejection is violently eclipsed by a far greater tragedy. Liliana's world completely collapses with the discovery of her parents' suicide, a trauma amplified by the crushing guilt from her final, harsh words to her father. As the family's hidden financial ruin is laid bare, unpaid servants begin looting the estate, leaving the once-sheltered aristocrat utterly alone amidst the chaos. This brutal trial by fire forces a traumatic awakening upon Liliana, whose future is now as uncertain as the loyalty of those around her."},"source":{"canonical_path":"/series/glass-wall-1f7b96/chapter-12","citation_title":"WebtoonLib — Glass Wall #12","content_type":"chapter_summary","last_updated":"2026-07-25T09:47:45.676Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/glass-wall-1f7b96"}}