{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-25T07:57:06.004Z","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":27,"release_date":"2025-05-16","last_updated":"2026-07-21T10:25:15.809Z","summary":"A poignant flashback reveals a previously unknown side to Liliana: she once possessed a sharp business acumen and ambitions that were stifled by her father's patriarchal views. This revelation has galvanized readers, who now see her past naivete as a product of her sheltered upbringing rather than a character flaw. The new insight only intensifies the audience's fury towards Edward Carter and the other men who have consistently used her, with many expressing violent fantasies against them. Amidst the outrage, a hopeful new narrative emerges, with fans eagerly anticipating the day Liliana reclaims her buried potential and rises as a successful businesswoman.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"A poignant flashback reveals a previously unknown side to Liliana: she once possessed a sharp business acumen and ambitions that were stifled by her father's patriarchal views. This revelation has galvanized readers, who now see her past naivete as a product of her sheltered upbringing rather than a character flaw. The new insight only intensifies the audience's fury towards Edward Carter and the other men who have consistently used her, with many expressing violent fantasies against them. Amidst the outrage, a hopeful new narrative emerges, with fans eagerly anticipating the day Liliana reclaims her buried potential and rises as a successful businesswoman.","key_events":["Flashback reveals Liliana's suppressed business talent and her father's role in stifling her ambition."],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"A poignant flashback reveals a previously unknown side to Liliana: she once possessed a sharp business acumen and ambitions that were stifled by her father's patriarchal views.","spoiler_summary":"A poignant flashback reveals a previously unknown side to Liliana: she once possessed a sharp business acumen and ambitions that were stifled by her father's patriarchal views. This revelation has galvanized readers, who now see her past naivete as a product of her sheltered upbringing rather than a character flaw. The new insight only intensifies the audience's fury towards Edward Carter and the other men who have consistently used her, with many expressing violent fantasies against them. Amidst the outrage, a hopeful new narrative emerges, with fans eagerly anticipating the day Liliana reclaims her buried potential and rises as a successful businesswoman."},"source":{"canonical_path":"/series/glass-wall-1f7b96/chapter-27","citation_title":"WebtoonLib — Glass Wall #27","content_type":"chapter_summary","last_updated":"2026-07-25T07:57:06.004Z"},"data_status":"complete"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/glass-wall-1f7b96"}}