{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-25T09:47:01.068Z","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":16,"release_date":"2025-05-16","last_updated":"2026-07-22T11:09:08.654Z","summary":"Just as Liliana begins to find her footing in the harsh working world under a new identity, fate delivers its cruelest twist yet. In a stunning and humiliating reversal of fortunes, she comes face-to-face with her new employer: Edward Carter. The man who once despised her for being a naive aristocrat has now become a member of the very high society he scorned, while she is the struggling commoner forced to serve him. This shocking reunion ignites reader fury over his apparent hypocrisy and sets the stage for a tense and painful confrontation.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"Just as Liliana begins to find her footing in the harsh working world under a new identity, fate delivers its cruelest twist yet. In a stunning and humiliating reversal of fortunes, she comes face-to-face with her new employer: Edward Carter. The man who once despised her for being a naive aristocrat has now become a member of the very high society he scorned, while she is the struggling commoner forced to serve him. This shocking reunion ignites reader fury over his apparent hypocrisy and sets the stage for a tense and painful confrontation.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"Just as Liliana begins to find her footing in the harsh working world under a new identity, fate delivers its cruelest twist yet.","spoiler_summary":"Just as Liliana begins to find her footing in the harsh working world under a new identity, fate delivers its cruelest twist yet. In a stunning and humiliating reversal of fortunes, she comes face-to-face with her new employer: Edward Carter. The man who once despised her for being a naive aristocrat has now become a member of the very high society he scorned, while she is the struggling commoner forced to serve him. This shocking reunion ignites reader fury over his apparent hypocrisy and sets the stage for a tense and painful confrontation."},"source":{"canonical_path":"/series/glass-wall-1f7b96/chapter-16","citation_title":"WebtoonLib — Glass Wall #16","content_type":"chapter_summary","last_updated":"2026-07-25T09:47:01.068Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/glass-wall-1f7b96"}}