{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-27T05:32:24.179Z","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":80,"release_date":"2025-05-06","last_updated":"2026-07-12T02:54:28.860Z","summary":"Following the devastating cliffhanger surrounding Agnes and the villainous Princess Michaela, the narrative pivots to a new, immediate threat to Princess Yessica. Her original tormentor, the abusive Duke Frederick, has reappeared and confronted her in a town. Reader commentary expresses intense outrage at his return, condemning him as a handsome but psychopathic antagonist. The tense encounter is heightened by the inaction of a knight, who is criticized for being a coward failing to protect the princess. This development solidifies the story's villain roster, with readers suggesting the \"trash\" Duke Frederick should be paired with the \"psycho princess\" Michaela, further linking the story's primary threats. The chapter shifts the focus from the recent tragedy back to Yessica's personal peril, reintroducing the very danger she initially fled from.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"Following the devastating cliffhanger surrounding Agnes and the villainous Princess Michaela, the narrative pivots to a new, immediate threat to Princess Yessica. Her original tormentor, the abusive Duke Frederick, has reappeared and confronted her in a town. Reader commentary expresses intense outrage at his return, condemning him as a handsome but psychopathic antagonist. The tense encounter is heightened by the inaction of a knight, who is criticized for being a coward failing to protect the princess. This development solidifies the story's villain roster, with readers suggesting the \"trash\" Duke Frederick should be paired with the \"psycho princess\" Michaela, further linking the story's primary threats. The chapter shifts the focus from the recent tragedy back to Yessica's personal peril, reintroducing the very danger she initially fled from.","key_events":["Duke Frederick corners Yessica in a town, re-establishing himself as a direct threat to her safety."],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"Following the devastating cliffhanger surrounding Agnes and the villainous Princess Michaela, the narrative pivots to a new, immediate threat to Princess Yessica.","spoiler_summary":"Following the devastating cliffhanger surrounding Agnes and the villainous Princess Michaela, the narrative pivots to a new, immediate threat to Princess Yessica. Her original tormentor, the abusive Duke Frederick, has reappeared and confronted her in a town. Reader commentary expresses intense outrage at his return, condemning him as a handsome but psychopathic antagonist. The tense encounter is heightened by the inaction of a knight, who is criticized for being a coward failing to protect the princess. This development solidifies the story's villain roster, with readers suggesting the \"trash\" Duke Frederick should be paired with the \"psycho princess\" Michaela, further linking the story's primary threats. The chapter shifts the focus from the recent tragedy back to Yessica's personal peril, reintroducing the very danger she initially fled from."},"source":{"canonical_path":"/series/golden-time-0303c5/chapter-80","citation_title":"WebtoonLib — Golden Time #80","content_type":"chapter_summary","last_updated":"2026-07-27T05:32:24.178Z"},"data_status":"complete"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/golden-time-0303c5"}}