{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-25T07:05:17.392Z","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":"Your Ultimate Love Rival","slug":"your-ultimate-love-rival-05c01c","original_title":"남주의 연적이 되어 버렸다"},"chapter":{"number":12,"release_date":"2025-05-13","last_updated":"2026-07-25T01:23:58.905Z","summary":"As Irene takes more decisive action to protect her best friend, the reader base is fiercely debating the story's romantic direction. The powerful dynamic between Irene and Claudia has many fans questioning the need for a male lead and clamoring for a GL (Girls' Love) storyline, while others find their interactions cringey and are impatient for the main plot to progress. Fan theories are running wild, speculating on everything from Irene's family color being green to shipping Claudia with Irene's yet-unseen brother, Liam. Amidst negative reactions to a newly featured father figure, the protective bond between Irene and the Chamberlain siblings continues to be a celebrated highlight.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"As Irene takes more decisive action to protect her best friend, the reader base is fiercely debating the story's romantic direction. The powerful dynamic between Irene and Claudia has many fans questioning the need for a male lead and clamoring for a GL (Girls' Love) storyline, while others find their interactions cringey and are impatient for the main plot to progress. Fan theories are running wild, speculating on everything from Irene's family color being green to shipping Claudia with Irene's yet-unseen brother, Liam. Amidst negative reactions to a newly featured father figure, the protective bond between Irene and the Chamberlain siblings continues to be a celebrated highlight.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"As Irene takes more decisive action to protect her best friend, the reader base is fiercely debating the story's romantic direction.","spoiler_summary":"As Irene takes more decisive action to protect her best friend, the reader base is fiercely debating the story's romantic direction. The powerful dynamic between Irene and Claudia has many fans questioning the need for a male lead and clamoring for a GL (Girls' Love) storyline, while others find their interactions cringey and are impatient for the main plot to progress. Fan theories are running wild, speculating on everything from Irene's family color being green to shipping Claudia with Irene's yet-unseen brother, Liam. Amidst negative reactions to a newly featured father figure, the protective bond between Irene and the Chamberlain siblings continues to be a celebrated highlight."},"source":{"canonical_path":"/series/your-ultimate-love-rival-05c01c/chapter-12","citation_title":"WebtoonLib — Your Ultimate Love Rival #12","content_type":"chapter_summary","last_updated":"2026-07-25T07:05:17.392Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/your-ultimate-love-rival-05c01c"}}