{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-26T17:33:03.323Z","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":"Believe My Sign","slug":"believe-my-sign-e9cde7"},"chapter":{"number":3,"release_date":"2025-03-05","last_updated":"2026-07-24T03:46:41.822Z","summary":"The series continues to diverge dramatically from its official summary as a lighthearted supernatural romance, instead cementing itself as a grim, explicit BL/yaoi zombie apocalypse narrative. The current chapter escalates this departure with an abrupt and graphic sexual encounter between the two male leads. Reader commentary overwhelmingly expresses shock and confusion at the bizarrely fast pacing, with many feeling as though they've skipped chapters. The scene occurs just three chapters into the story, with no prior establishment of the characters' relationship, names, or even how they met, leading to criticism that the smut feels forced and out of place. While some readers embrace the chaotic, straight-to-the-point nature of the plot, many are put off by the lack of narrative setup and character development. Amidst the confusion, a few readers noted a unique artistic choice—coloring only the characters' eyes—as an immersive detail. Overall, the chapter solidifies the series' identity as a high-stakes survival story that prioritizes immediate sexual tension over conventional storytelling, creating a jarring but memorable experience.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The series continues to diverge dramatically from its official summary as a lighthearted supernatural romance, instead cementing itself as a grim, explicit BL/yaoi zombie apocalypse narrative. The current chapter escalates this departure with an abrupt and graphic sexual encounter between the two male leads. Reader commentary overwhelmingly expresses shock and confusion at the bizarrely fast pacing, with many feeling as though they've skipped chapters. The scene occurs just three chapters into the story, with no prior establishment of the characters' relationship, names, or even how they met, leading to criticism that the smut feels forced and out of place. While some readers embrace the chaotic, straight-to-the-point nature of the plot, many are put off by the lack of narrative setup and character development. Amidst the confusion, a few readers noted a unique artistic choice—coloring only the characters' eyes—as an immersive detail. Overall, the chapter solidifies the series' identity as a high-stakes survival story that prioritizes immediate sexual tension over conventional storytelling, creating a jarring but memorable experience.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The series continues to diverge dramatically from its official summary as a lighthearted supernatural romance, instead cementing itself as a grim, explicit BL/yaoi zombie apocalypse narrative.","spoiler_summary":"The series continues to diverge dramatically from its official summary as a lighthearted supernatural romance, instead cementing itself as a grim, explicit BL/yaoi zombie apocalypse narrative. The current chapter escalates this departure with an abrupt and graphic sexual encounter between the two male leads. Reader commentary overwhelmingly expresses shock and confusion at the bizarrely fast pacing, with many feeling as though they've skipped chapters. The scene occurs just three chapters into the story, with no prior establishment of the characters' relationship, names, or even how they met, leading to criticism that the smut feels forced and out of place. While some readers embrace the chaotic, straight-to-the-point nature of the plot, many are put off by the lack of narrative setup and character development. Amidst the confusion, a few readers noted a unique artistic choice—coloring only the characters' eyes—as an immersive detail. Overall, the chapter solidifies the series' identity as a high-stakes survival story that prioritizes immediate sexual tension over conventional storytelling, creating a jarring but memorable experience."},"source":{"canonical_path":"/series/believe-my-sign-e9cde7/chapter-3","citation_title":"WebtoonLib — Believe My Sign #3","content_type":"chapter_summary","last_updated":"2026-07-26T17:33:03.323Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/believe-my-sign-e9cde7"}}