{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-25T12:50:36.780Z","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":"Shangri-La Frontier","slug":"shangri-la-frontier-b03a5c","original_title":"シャングリラ・フロンティア～クソゲーハンター、神ゲーに挑まんとす～"},"chapter":{"number":32,"release_date":"2025-05-29","last_updated":"2026-02-02T02:27:16.390Z","summary":"Putting his team's strategy first, Sunraku throws himself into a calculated, sacrificial battle against a formidable new foe. Understanding he is outmatched, his true objective is not victory but reconnaissance. In a swift but revealing defeat, Sunraku successfully gathers crucial data on the enemy's attack patterns, perfectly executing his role as the vanguard and paving the way for his allies to exploit the newly gained intelligence. This tactical loss underscores his growth and willingness to die for the sake of the mission, proving that even in defeat, his unique skills can turn the tide of a fight.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"Putting his team's strategy first, Sunraku throws himself into a calculated, sacrificial battle against a formidable new foe. Understanding he is outmatched, his true objective is not victory but reconnaissance. In a swift but revealing defeat, Sunraku successfully gathers crucial data on the enemy's attack patterns, perfectly executing his role as the vanguard and paving the way for his allies to exploit the newly gained intelligence. This tactical loss underscores his growth and willingness to die for the sake of the mission, proving that even in defeat, his unique skills can turn the tide of a fight.","key_events":[],"characters_involved":[{"name":"Kei Uomi","role_in_result":"character"},{"name":"Rakurou Hizutome","role_in_result":"character"}],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"Putting his team's strategy first, Sunraku throws himself into a calculated, sacrificial battle against a formidable new foe.","spoiler_summary":"Putting his team's strategy first, Sunraku throws himself into a calculated, sacrificial battle against a formidable new foe. Understanding he is outmatched, his true objective is not victory but reconnaissance. In a swift but revealing defeat, Sunraku successfully gathers crucial data on the enemy's attack patterns, perfectly executing his role as the vanguard and paving the way for his allies to exploit the newly gained intelligence. This tactical loss underscores his growth and willingness to die for the sake of the mission, proving that even in defeat, his unique skills can turn the tide of a fight."},"source":{"canonical_path":"/series/shangri-la-frontier-b03a5c/chapter-32","citation_title":"WebtoonLib — Shangri-La Frontier #32","content_type":"chapter_summary","last_updated":"2026-07-25T12:50:36.780Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/shangri-la-frontier-b03a5c"}}