{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-26T20:34:18.519Z","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":"Loving Yamada at Lv999","slug":"loving-yamada-at-lv999-c82c8f"},"chapter":{"number":73,"release_date":"2025-05-29","last_updated":"2026-07-02T17:56:51.459Z","summary":"Pivoting sharply from the previous chapter's passionate cliffhanger, the story shifts to a lighthearted in-game session that introduces a surprising new ally, Kamota. Revealed to be a wealthy and wholesome older man in real life, Kamota shocks the guild with his unexpectedly powerful and flashy avatar. The chapter's main conflict, however, is a comedic one: Akane, out of sentimental attachment, decides to use a rare upgrade item on her worthless starter gear. This baffling choice triggers a hilarious internal crisis for the horrified pro-gamer Yamada, who is torn between his expert instincts and his exasperated affection for his clueless girlfriend, ultimately creating a wholesome chapter focused on guild antics rather than romance.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"Pivoting sharply from the previous chapter's passionate cliffhanger, the story shifts to a lighthearted in-game session that introduces a surprising new ally, Kamota. Revealed to be a wealthy and wholesome older man in real life, Kamota shocks the guild with his unexpectedly powerful and flashy avatar. The chapter's main conflict, however, is a comedic one: Akane, out of sentimental attachment, decides to use a rare upgrade item on her worthless starter gear. This baffling choice triggers a hilarious internal crisis for the horrified pro-gamer Yamada, who is torn between his expert instincts and his exasperated affection for his clueless girlfriend, ultimately creating a wholesome chapter focused on guild antics rather than romance.","key_events":[],"characters_involved":[{"name":"Akito Yamada","role_in_result":"Main"},{"name":"Akane Kinoshita","role_in_result":"Main"}],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"Pivoting sharply from the previous chapter's passionate cliffhanger, the story shifts to a lighthearted in-game session that introduces a surprising new ally, Kamota.","spoiler_summary":"Pivoting sharply from the previous chapter's passionate cliffhanger, the story shifts to a lighthearted in-game session that introduces a surprising new ally, Kamota. Revealed to be a wealthy and wholesome older man in real life, Kamota shocks the guild with his unexpectedly powerful and flashy avatar. The chapter's main conflict, however, is a comedic one: Akane, out of sentimental attachment, decides to use a rare upgrade item on her worthless starter gear. This baffling choice triggers a hilarious internal crisis for the horrified pro-gamer Yamada, who is torn between his expert instincts and his exasperated affection for his clueless girlfriend, ultimately creating a wholesome chapter focused on guild antics rather than romance."},"source":{"canonical_path":"/series/loving-yamada-at-lv999-c82c8f/chapter-73","citation_title":"WebtoonLib — Loving Yamada at Lv999 #73","content_type":"chapter_summary","last_updated":"2026-07-26T20:34:18.519Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/loving-yamada-at-lv999-c82c8f"}}