{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-25T07:57:10.517Z","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":18,"release_date":"2025-05-16","last_updated":"2026-07-22T11:15:44.782Z","summary":"A tidal wave of second-hand embarrassment and frustration has crashed over the readership as Liliana makes a disastrously impulsive move. Giving in to a moment of weakness, she sneaks into Edward's private office, seemingly drawn to a pocket watch he left behind—a potential relic from her past. Her snooping is cut short when she is caught in the act, and in a stunning turn, Edward shatters all speculation by calling her by her real name, confirming he has known her identity all along. Readers are beside themselves, flooding the comments with cries of \"what are you doing?!\" and lamenting that three years of hardship have taught her nothing. The court of public opinion has swiftly turned, with many now labeling Liliana \"stupid\" and \"nosy,\" questioning if she is the true architect of her own humiliation.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"A tidal wave of second-hand embarrassment and frustration has crashed over the readership as Liliana makes a disastrously impulsive move. Giving in to a moment of weakness, she sneaks into Edward's private office, seemingly drawn to a pocket watch he left behind—a potential relic from her past. Her snooping is cut short when she is caught in the act, and in a stunning turn, Edward shatters all speculation by calling her by her real name, confirming he has known her identity all along. Readers are beside themselves, flooding the comments with cries of \"what are you doing?!\" and lamenting that three years of hardship have taught her nothing. The court of public opinion has swiftly turned, with many now labeling Liliana \"stupid\" and \"nosy,\" questioning if she is the true architect of her own humiliation.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"A tidal wave of second-hand embarrassment and frustration has crashed over the readership as Liliana makes a disastrously impulsive move.","spoiler_summary":"A tidal wave of second-hand embarrassment and frustration has crashed over the readership as Liliana makes a disastrously impulsive move. Giving in to a moment of weakness, she sneaks into Edward's private office, seemingly drawn to a pocket watch he left behind—a potential relic from her past. Her snooping is cut short when she is caught in the act, and in a stunning turn, Edward shatters all speculation by calling her by her real name, confirming he has known her identity all along. Readers are beside themselves, flooding the comments with cries of \"what are you doing?!\" and lamenting that three years of hardship have taught her nothing. The court of public opinion has swiftly turned, with many now labeling Liliana \"stupid\" and \"nosy,\" questioning if she is the true architect of her own humiliation."},"source":{"canonical_path":"/series/glass-wall-1f7b96/chapter-18","citation_title":"WebtoonLib — Glass Wall #18","content_type":"chapter_summary","last_updated":"2026-07-25T07:57:10.517Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/glass-wall-1f7b96"}}