{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-27T00:37:10.776Z","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":"My Bias Is Showing!","slug":"my-bias-is-showing-9e489b"},"chapter":{"number":46,"release_date":"2025-05-08","last_updated":"2026-07-26T11:47:34.251Z","summary":"This chapter serves as a special epilogue, moving away from the main narrative to provide bonus content and celebratory material. A significant feature is a gallery of congratulatory art from various guest manhwa creators, which prompted extensive discussion among readers as they tried to identify the artists and their other works. The chapter also reveals new canonical details about the main couple, likely through a Q&A or character profile section. Readers learn Na Aejoon and Choi Siyeol's ages are 27 and 31, respectively, as well as their heights and MBTI types (ESFJ and ISTP), with some fans expressing surprise at these stats. While the main story is considered complete, the comments reflect a strong, continued demand for side stories, particularly focusing on the secondary couple, Kyusung and Jooha, and other minor characters like the nephew, Eunsung. Despite the overall sense of happy closure, some minor plot threads remain on readers' minds, such as a lack of clarification on one of Siyeol's past crushes. Overall, the chapter functions as a fan-service-oriented conclusion, celebrating the series' end with behind-the-scenes details rather than advancing the plot.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"This chapter serves as a special epilogue, moving away from the main narrative to provide bonus content and celebratory material. A significant feature is a gallery of congratulatory art from various guest manhwa creators, which prompted extensive discussion among readers as they tried to identify the artists and their other works. The chapter also reveals new canonical details about the main couple, likely through a Q&A or character profile section. Readers learn Na Aejoon and Choi Siyeol's ages are 27 and 31, respectively, as well as their heights and MBTI types (ESFJ and ISTP), with some fans expressing surprise at these stats. While the main story is considered complete, the comments reflect a strong, continued demand for side stories, particularly focusing on the secondary couple, Kyusung and Jooha, and other minor characters like the nephew, Eunsung. Despite the overall sense of happy closure, some minor plot threads remain on readers' minds, such as a lack of clarification on one of Siyeol's past crushes. Overall, the chapter functions as a fan-service-oriented conclusion, celebrating the series' end with behind-the-scenes details rather than advancing the plot.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"This chapter serves as a special epilogue, moving away from the main narrative to provide bonus content and celebratory material.","spoiler_summary":"This chapter serves as a special epilogue, moving away from the main narrative to provide bonus content and celebratory material. A significant feature is a gallery of congratulatory art from various guest manhwa creators, which prompted extensive discussion among readers as they tried to identify the artists and their other works. The chapter also reveals new canonical details about the main couple, likely through a Q&A or character profile section. Readers learn Na Aejoon and Choi Siyeol's ages are 27 and 31, respectively, as well as their heights and MBTI types (ESFJ and ISTP), with some fans expressing surprise at these stats. While the main story is considered complete, the comments reflect a strong, continued demand for side stories, particularly focusing on the secondary couple, Kyusung and Jooha, and other minor characters like the nephew, Eunsung. Despite the overall sense of happy closure, some minor plot threads remain on readers' minds, such as a lack of clarification on one of Siyeol's past crushes. Overall, the chapter functions as a fan-service-oriented conclusion, celebrating the series' end with behind-the-scenes details rather than advancing the plot."},"source":{"canonical_path":"/series/my-bias-is-showing-9e489b/chapter-46","citation_title":"WebtoonLib — My Bias Is Showing! #46","content_type":"chapter_summary","last_updated":"2026-07-27T00:37:10.776Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/my-bias-is-showing-9e489b"}}