{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-25T09:47:54.695Z","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":24,"release_date":"2025-05-16","last_updated":"2026-07-22T11:53:40.272Z","summary":"The revelation of her father's suicide adds a new layer of tragedy to Liliana's plight, making Edward's actions seem even more monstrous. He is now actively using her as a \"key\" and a \"tool\" for his revenge against Percy, a move that has readers enraged by his staggering hypocrisy. Many are quick to point out that he has become the very type of person he despised, one who \"steps on others\" to get what they want. As Edward's villainy is cemented, a new servant's kindness has drawn attention, though readers are deeply suspicious, fearing another betrayal for the perpetually naive Liliana.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The revelation of her father's suicide adds a new layer of tragedy to Liliana's plight, making Edward's actions seem even more monstrous. He is now actively using her as a \"key\" and a \"tool\" for his revenge against Percy, a move that has readers enraged by his staggering hypocrisy. Many are quick to point out that he has become the very type of person he despised, one who \"steps on others\" to get what they want. As Edward's villainy is cemented, a new servant's kindness has drawn attention, though readers are deeply suspicious, fearing another betrayal for the perpetually naive Liliana.","key_events":["The revelation that Liliana's father committed suicide due to their family's ruin is detailed."],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The revelation of her father's suicide adds a new layer of tragedy to Liliana's plight, making Edward's actions seem even more monstrous.","spoiler_summary":"The revelation of her father's suicide adds a new layer of tragedy to Liliana's plight, making Edward's actions seem even more monstrous. He is now actively using her as a \"key\" and a \"tool\" for his revenge against Percy, a move that has readers enraged by his staggering hypocrisy. Many are quick to point out that he has become the very type of person he despised, one who \"steps on others\" to get what they want. As Edward's villainy is cemented, a new servant's kindness has drawn attention, though readers are deeply suspicious, fearing another betrayal for the perpetually naive Liliana."},"source":{"canonical_path":"/series/glass-wall-1f7b96/chapter-24","citation_title":"WebtoonLib — Glass Wall #24","content_type":"chapter_summary","last_updated":"2026-07-25T09:47:54.695Z"},"data_status":"complete"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/glass-wall-1f7b96"}}