{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-25T02:57:15.711Z","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":21,"release_date":"2025-05-16","last_updated":"2026-07-22T11:36:01.788Z","summary":"The male lead's arrogance reaches a new peak, sparking intense reader backlash as he callously misjudges the feelings of the grieving child, Madeline. Liliana, refusing to stand by, confronts his stunning lack of empathy, a clash that culminates in the satisfying moment where she snatches his umbrella and leaves him stranded in the rain. His villainy is compounded when he seemingly takes credit for a discovery made by Liliana's brother, uniting readers in their hatred for him while they remain fiercely divided over whether Liliana's actions are empathetic or simply nosy.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The male lead's arrogance reaches a new peak, sparking intense reader backlash as he callously misjudges the feelings of the grieving child, Madeline. Liliana, refusing to stand by, confronts his stunning lack of empathy, a clash that culminates in the satisfying moment where she snatches his umbrella and leaves him stranded in the rain. His villainy is compounded when he seemingly takes credit for a discovery made by Liliana's brother, uniting readers in their hatred for him while they remain fiercely divided over whether Liliana's actions are empathetic or simply nosy.","key_events":["Liliana confronts Edward's lack of empathy and leaves him in the rain after snatching his umbrella."],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The male lead's arrogance reaches a new peak, sparking intense reader backlash as he callously misjudges the feelings of the grieving child, Madeline.","spoiler_summary":"The male lead's arrogance reaches a new peak, sparking intense reader backlash as he callously misjudges the feelings of the grieving child, Madeline. Liliana, refusing to stand by, confronts his stunning lack of empathy, a clash that culminates in the satisfying moment where she snatches his umbrella and leaves him stranded in the rain. His villainy is compounded when he seemingly takes credit for a discovery made by Liliana's brother, uniting readers in their hatred for him while they remain fiercely divided over whether Liliana's actions are empathetic or simply nosy."},"source":{"canonical_path":"/series/glass-wall-1f7b96/chapter-21","citation_title":"WebtoonLib — Glass Wall #21","content_type":"chapter_summary","last_updated":"2026-07-25T02:57:15.711Z"},"data_status":"complete"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/glass-wall-1f7b96"}}