{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-25T02:12:06.475Z","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":73,"release_date":"2025-05-16","last_updated":"2026-07-21T13:27:24.025Z","summary":"The explosive, rain-soaked confrontation between Liliana and Edward reaches its breaking point. In a stunning moment of surrender, the once-proud Edward falls to his knees, consumed by regret and begging for forgiveness. This raw vulnerability shatters the tension, culminating in a desperate and passionate kiss—a volatile mix of Liliana's declared hatred and Edward's confessed love. While the full, complicated truth of her family's ruin remains unspoken, this anguished, sensual reckoning leaves the two caught in a storm of yearning and regret, blurring the line between tormentor and lover.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The explosive, rain-soaked confrontation between Liliana and Edward reaches its breaking point. In a stunning moment of surrender, the once-proud Edward falls to his knees, consumed by regret and begging for forgiveness. This raw vulnerability shatters the tension, culminating in a desperate and passionate kiss—a volatile mix of Liliana's declared hatred and Edward's confessed love. While the full, complicated truth of her family's ruin remains unspoken, this anguished, sensual reckoning leaves the two caught in a storm of yearning and regret, blurring the line between tormentor and lover.","key_events":["A rain-soaked confrontation leads to an explosive argument and a desperate, passionate kiss."],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The explosive, rain-soaked confrontation between Liliana and Edward reaches its breaking point.","spoiler_summary":"The explosive, rain-soaked confrontation between Liliana and Edward reaches its breaking point. In a stunning moment of surrender, the once-proud Edward falls to his knees, consumed by regret and begging for forgiveness. This raw vulnerability shatters the tension, culminating in a desperate and passionate kiss—a volatile mix of Liliana's declared hatred and Edward's confessed love. While the full, complicated truth of her family's ruin remains unspoken, this anguished, sensual reckoning leaves the two caught in a storm of yearning and regret, blurring the line between tormentor and lover."},"source":{"canonical_path":"/series/glass-wall-1f7b96/chapter-73","citation_title":"WebtoonLib — Glass Wall #73","content_type":"chapter_summary","last_updated":"2026-07-25T02:12:06.475Z"},"data_status":"complete"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/glass-wall-1f7b96"}}