{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-25T09:47:50.684Z","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":10,"release_date":"2025-05-16","last_updated":"2026-07-22T11:35:28.647Z","summary":"A heartfelt confession from Liliana triggers a brutal tirade from Edward, who mercilessly shatters her self-perception as a \"good-natured woman.\" He accuses her of being a naive hypocrite, whose acts of kindness are merely self-serving performances rooted in the arrogance of her class. The raw confrontation has readers fiercely debating the nuances of privilege and prejudice, questioning whether Liliana's sheltered ignorance can excuse her actions. As her rose-colored glasses are violently torn away, Liliana is left to face a traumatic but necessary reckoning with the world and her place in it.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"A heartfelt confession from Liliana triggers a brutal tirade from Edward, who mercilessly shatters her self-perception as a \"good-natured woman.\" He accuses her of being a naive hypocrite, whose acts of kindness are merely self-serving performances rooted in the arrogance of her class. The raw confrontation has readers fiercely debating the nuances of privilege and prejudice, questioning whether Liliana's sheltered ignorance can excuse her actions. As her rose-colored glasses are violently torn away, Liliana is left to face a traumatic but necessary reckoning with the world and her place in it.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"A heartfelt confession from Liliana triggers a brutal tirade from Edward, who mercilessly shatters her self-perception as a \"good-natured woman.\" He accuses her of being a naive hypocrite, whose acts of kindness are merely self-serving performances rooted in the arrogance of her…","spoiler_summary":"A heartfelt confession from Liliana triggers a brutal tirade from Edward, who mercilessly shatters her self-perception as a \"good-natured woman.\" He accuses her of being a naive hypocrite, whose acts of kindness are merely self-serving performances rooted in the arrogance of her class. The raw confrontation has readers fiercely debating the nuances of privilege and prejudice, questioning whether Liliana's sheltered ignorance can excuse her actions. As her rose-colored glasses are violently torn away, Liliana is left to face a traumatic but necessary reckoning with the world and her place in it."},"source":{"canonical_path":"/series/glass-wall-1f7b96/chapter-10","citation_title":"WebtoonLib — Glass Wall #10","content_type":"chapter_summary","last_updated":"2026-07-25T09:47:50.684Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/glass-wall-1f7b96"}}