{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-24T22:57:51.707Z","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":8,"release_date":"2025-05-16","last_updated":"2026-07-22T10:41:04.868Z","summary":"The fallout from the disastrous engagement intensifies as the deceitful fiancé brazenly accuses another of being a playboy, sparking reader outrage at the hypocrisy. This confrontation, however, is overshadowed by a far darker family tragedy, as a grim discovery hints that Liliana's mother may have resorted to bloodletting in an act of suicide. Trapped in a cage of ignorance and surrounded by betrayal, the innocent Liliana suffers the consequences, deepening the mystery surrounding her family's downfall.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The fallout from the disastrous engagement intensifies as the deceitful fiancé brazenly accuses another of being a playboy, sparking reader outrage at the hypocrisy. This confrontation, however, is overshadowed by a far darker family tragedy, as a grim discovery hints that Liliana's mother may have resorted to bloodletting in an act of suicide. Trapped in a cage of ignorance and surrounded by betrayal, the innocent Liliana suffers the consequences, deepening the mystery surrounding her family's downfall.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The fallout from the disastrous engagement intensifies as the deceitful fiancé brazenly accuses another of being a playboy, sparking reader outrage at the hypocrisy.","spoiler_summary":"The fallout from the disastrous engagement intensifies as the deceitful fiancé brazenly accuses another of being a playboy, sparking reader outrage at the hypocrisy. This confrontation, however, is overshadowed by a far darker family tragedy, as a grim discovery hints that Liliana's mother may have resorted to bloodletting in an act of suicide. Trapped in a cage of ignorance and surrounded by betrayal, the innocent Liliana suffers the consequences, deepening the mystery surrounding her family's downfall."},"source":{"canonical_path":"/series/glass-wall-1f7b96/chapter-8","citation_title":"WebtoonLib — Glass Wall #8","content_type":"chapter_summary","last_updated":"2026-07-24T22:57:51.707Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/glass-wall-1f7b96"}}