{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-27T10:29:30.505Z","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":"Golden Time","slug":"golden-time-0303c5"},"chapter":{"number":10,"release_date":"2025-05-06","last_updated":"2026-07-10T03:44:12.582Z","summary":"Based on reader reactions, the narrative continues to escalate the cruelty of Duke Frederick. Following the events of the previous chapter, Princess Yessica appears to have gone missing, with readers speculating she may have escaped by hiding on a boat bound for Ulswald. In her absence, the Duke's abusive attention has turned directly to her sister, Agnes. A pivotal and humiliating event occurred in which one of the princesses was slapped in front of a crowd, an act readers attribute to Agnes. Despite being victimized, Agnes remains primarily concerned for Yessica's safety, and their sisterly bond appears to be a source of anxiety and relief for the audience, who feared the sisters might be turned against each other. The incident has intensified reader outrage toward Duke Frederick, with many commenting on the frustrating powerlessness of the royal sisters against his tyranny.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"Based on reader reactions, the narrative continues to escalate the cruelty of Duke Frederick. Following the events of the previous chapter, Princess Yessica appears to have gone missing, with readers speculating she may have escaped by hiding on a boat bound for Ulswald. In her absence, the Duke's abusive attention has turned directly to her sister, Agnes. A pivotal and humiliating event occurred in which one of the princesses was slapped in front of a crowd, an act readers attribute to Agnes. Despite being victimized, Agnes remains primarily concerned for Yessica's safety, and their sisterly bond appears to be a source of anxiety and relief for the audience, who feared the sisters might be turned against each other. The incident has intensified reader outrage toward Duke Frederick, with many commenting on the frustrating powerlessness of the royal sisters against his tyranny.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"Based on reader reactions, the narrative continues to escalate the cruelty of Duke Frederick.","spoiler_summary":"Based on reader reactions, the narrative continues to escalate the cruelty of Duke Frederick. Following the events of the previous chapter, Princess Yessica appears to have gone missing, with readers speculating she may have escaped by hiding on a boat bound for Ulswald. In her absence, the Duke's abusive attention has turned directly to her sister, Agnes. A pivotal and humiliating event occurred in which one of the princesses was slapped in front of a crowd, an act readers attribute to Agnes. Despite being victimized, Agnes remains primarily concerned for Yessica's safety, and their sisterly bond appears to be a source of anxiety and relief for the audience, who feared the sisters might be turned against each other. The incident has intensified reader outrage toward Duke Frederick, with many commenting on the frustrating powerlessness of the royal sisters against his tyranny."},"source":{"canonical_path":"/series/golden-time-0303c5/chapter-10","citation_title":"WebtoonLib — Golden Time #10","content_type":"chapter_summary","last_updated":"2026-07-27T10:29:30.505Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/golden-time-0303c5"}}