{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-25T02:59:25.806Z","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":72,"release_date":"2025-05-16","last_updated":"2026-07-21T13:24:35.215Z","summary":"A dramatic, rain-soaked confrontation finally forces a painful reckoning between Liliana and Edward. Liliana unleashes her long-held grief, directly accusing Edward of orchestrating her family's ruin by seizing their business after her father’s death. This explosive exchange, while finally breaking their silence, is steeped in anguish and half-truths. As Edward struggles to explain the past, his incomplete confession only seems to confirm his guilt in Liliana's eyes, leaving him to face the devastating consequences of a history far more complicated than either of them truly understands.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"A dramatic, rain-soaked confrontation finally forces a painful reckoning between Liliana and Edward. Liliana unleashes her long-held grief, directly accusing Edward of orchestrating her family's ruin by seizing their business after her father’s death. This explosive exchange, while finally breaking their silence, is steeped in anguish and half-truths. As Edward struggles to explain the past, his incomplete confession only seems to confirm his guilt in Liliana's eyes, leaving him to face the devastating consequences of a history far more complicated than either of them truly understands.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"A dramatic, rain-soaked confrontation finally forces a painful reckoning between Liliana and Edward.","spoiler_summary":"A dramatic, rain-soaked confrontation finally forces a painful reckoning between Liliana and Edward. Liliana unleashes her long-held grief, directly accusing Edward of orchestrating her family's ruin by seizing their business after her father’s death. This explosive exchange, while finally breaking their silence, is steeped in anguish and half-truths. As Edward struggles to explain the past, his incomplete confession only seems to confirm his guilt in Liliana's eyes, leaving him to face the devastating consequences of a history far more complicated than either of them truly understands."},"source":{"canonical_path":"/series/glass-wall-1f7b96/chapter-72","citation_title":"WebtoonLib — Glass Wall #72","content_type":"chapter_summary","last_updated":"2026-07-25T02:59:25.806Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/glass-wall-1f7b96"}}