{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-24T23:05:34.335Z","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":78,"release_date":"2025-05-16","last_updated":"2026-07-21T13:37:54.524Z","summary":"A year of desperate survival culminates in public humiliation for Liliana, only for her to be found by a broken Edward Carter. Their fraught reunion is poisoned by festering misunderstandings: Edward, falsely believing she abandoned him for another man, lashes out with bitter accusations, while Liliana remains convinced he is the architect of her family's ruin. Trapped by circumstance and at the mercy of the man she tried to escape, Liliana's suffering continues, leaving readers frustrated as the two protagonists remain locked in a seemingly endless cycle of shared, misguided misery.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"A year of desperate survival culminates in public humiliation for Liliana, only for her to be found by a broken Edward Carter. Their fraught reunion is poisoned by festering misunderstandings: Edward, falsely believing she abandoned him for another man, lashes out with bitter accusations, while Liliana remains convinced he is the architect of her family's ruin. Trapped by circumstance and at the mercy of the man she tried to escape, Liliana's suffering continues, leaving readers frustrated as the two protagonists remain locked in a seemingly endless cycle of shared, misguided misery.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"A year of desperate survival culminates in public humiliation for Liliana, only for her to be found by a broken Edward Carter.","spoiler_summary":"A year of desperate survival culminates in public humiliation for Liliana, only for her to be found by a broken Edward Carter. Their fraught reunion is poisoned by festering misunderstandings: Edward, falsely believing she abandoned him for another man, lashes out with bitter accusations, while Liliana remains convinced he is the architect of her family's ruin. Trapped by circumstance and at the mercy of the man she tried to escape, Liliana's suffering continues, leaving readers frustrated as the two protagonists remain locked in a seemingly endless cycle of shared, misguided misery."},"source":{"canonical_path":"/series/glass-wall-1f7b96/chapter-78","citation_title":"WebtoonLib — Glass Wall #78","content_type":"chapter_summary","last_updated":"2026-07-24T23:05:34.335Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/glass-wall-1f7b96"}}