{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-24T23:30:58.223Z","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":64,"release_date":"2025-05-16","last_updated":"2026-07-21T13:10:18.875Z","summary":"Liliana's shocking decision to trust her manipulative ex-fiancé, Percy, and seek revenge on Edward has left readers in an uproar. The fandom is overwhelmingly frustrated with Liliana's apparent naivete, pointing out glaring inconsistencies in Percy's story that she seems to have missed. While some speculate she might be playing a double agent and others defend Edward's \"Mr. Darcy\" like complexity, most are simply exasperated by her choice to align with a proven villain over a flawed but repentant suitor. With her judgment clouded by a transparent lie, Liliana risks squandering her hard-won growth and alienating everyone, leaving her on a self-destructive path that threatens to ruin not just Edward, but herself as well.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"Liliana's shocking decision to trust her manipulative ex-fiancé, Percy, and seek revenge on Edward has left readers in an uproar. The fandom is overwhelmingly frustrated with Liliana's apparent naivete, pointing out glaring inconsistencies in Percy's story that she seems to have missed. While some speculate she might be playing a double agent and others defend Edward's \"Mr. Darcy\" like complexity, most are simply exasperated by her choice to align with a proven villain over a flawed but repentant suitor. With her judgment clouded by a transparent lie, Liliana risks squandering her hard-won growth and alienating everyone, leaving her on a self-destructive path that threatens to ruin not just Edward, but herself as well.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"Liliana's shocking decision to trust her manipulative ex-fiancé, Percy, and seek revenge on Edward has left readers in an uproar.","spoiler_summary":"Liliana's shocking decision to trust her manipulative ex-fiancé, Percy, and seek revenge on Edward has left readers in an uproar. The fandom is overwhelmingly frustrated with Liliana's apparent naivete, pointing out glaring inconsistencies in Percy's story that she seems to have missed. While some speculate she might be playing a double agent and others defend Edward's \"Mr. Darcy\" like complexity, most are simply exasperated by her choice to align with a proven villain over a flawed but repentant suitor. With her judgment clouded by a transparent lie, Liliana risks squandering her hard-won growth and alienating everyone, leaving her on a self-destructive path that threatens to ruin not just Edward, but herself as well."},"source":{"canonical_path":"/series/glass-wall-1f7b96/chapter-64","citation_title":"WebtoonLib — Glass Wall #64","content_type":"chapter_summary","last_updated":"2026-07-24T23:30:58.223Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/glass-wall-1f7b96"}}