{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-24T23:05:34.106Z","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":88,"release_date":"2025-05-16","last_updated":"2026-07-21T14:03:45.046Z","summary":"Following his possessive ultimatum, Edward begins his twisted courtship not with an apology, but with wealth, showering a conflicted Liliana with the opulent gowns and pampered life she lost. While Liliana’s heart wavers at the return to comfort, readers are fiercely divided, questioning if this blackmail-fueled romance is a step toward a happy ending or a toxic trap. As Edward’s methods mirror the aristocracy he despises, many find satisfaction in the simultaneous, karmic downfall of her ex-fiancé, Percy, who is now drowning in debt.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"Following his possessive ultimatum, Edward begins his twisted courtship not with an apology, but with wealth, showering a conflicted Liliana with the opulent gowns and pampered life she lost. While Liliana’s heart wavers at the return to comfort, readers are fiercely divided, questioning if this blackmail-fueled romance is a step toward a happy ending or a toxic trap. As Edward’s methods mirror the aristocracy he despises, many find satisfaction in the simultaneous, karmic downfall of her ex-fiancé, Percy, who is now drowning in debt.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"Following his possessive ultimatum, Edward begins his twisted courtship not with an apology, but with wealth, showering a conflicted Liliana with the opulent gowns and pampered life she lost.","spoiler_summary":"Following his possessive ultimatum, Edward begins his twisted courtship not with an apology, but with wealth, showering a conflicted Liliana with the opulent gowns and pampered life she lost. While Liliana’s heart wavers at the return to comfort, readers are fiercely divided, questioning if this blackmail-fueled romance is a step toward a happy ending or a toxic trap. As Edward’s methods mirror the aristocracy he despises, many find satisfaction in the simultaneous, karmic downfall of her ex-fiancé, Percy, who is now drowning in debt."},"source":{"canonical_path":"/series/glass-wall-1f7b96/chapter-88","citation_title":"WebtoonLib — Glass Wall #88","content_type":"chapter_summary","last_updated":"2026-07-24T23:05:34.106Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/glass-wall-1f7b96"}}