{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-25T20:47:16.137Z","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":7,"release_date":"2025-05-16","last_updated":"2026-07-22T10:37:19.179Z","summary":"A shocking confrontation erupts as Liliana is slapped by her friend, Charlotte, who reveals Liliana has been unknowingly involved with her secret fiancé. Readers are incensed by this betrayal, directing their fury not at the naive Liliana, but at Charlotte for misplacing blame and at the deceitful fiancé at the center of the scandal. This disastrous engagement, seemingly arranged by Liliana's father to escape bankruptcy, only deepens her family's crisis, while the enigmatic Percy's true motives and Edward's complex feelings remain key mysteries.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"A shocking confrontation erupts as Liliana is slapped by her friend, Charlotte, who reveals Liliana has been unknowingly involved with her secret fiancé. Readers are incensed by this betrayal, directing their fury not at the naive Liliana, but at Charlotte for misplacing blame and at the deceitful fiancé at the center of the scandal. This disastrous engagement, seemingly arranged by Liliana's father to escape bankruptcy, only deepens her family's crisis, while the enigmatic Percy's true motives and Edward's complex feelings remain key mysteries.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"A shocking confrontation erupts as Liliana is slapped by her friend, Charlotte, who reveals Liliana has been unknowingly involved with her secret fiancé.","spoiler_summary":"A shocking confrontation erupts as Liliana is slapped by her friend, Charlotte, who reveals Liliana has been unknowingly involved with her secret fiancé. Readers are incensed by this betrayal, directing their fury not at the naive Liliana, but at Charlotte for misplacing blame and at the deceitful fiancé at the center of the scandal. This disastrous engagement, seemingly arranged by Liliana's father to escape bankruptcy, only deepens her family's crisis, while the enigmatic Percy's true motives and Edward's complex feelings remain key mysteries."},"source":{"canonical_path":"/series/glass-wall-1f7b96/chapter-7","citation_title":"WebtoonLib — Glass Wall #7","content_type":"chapter_summary","last_updated":"2026-07-25T20:47:16.137Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/glass-wall-1f7b96"}}