{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-25T00:37:39.935Z","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":"Fire Force","slug":"fire-force-86c62c"},"chapter":{"number":198,"release_date":"2025-05-29","last_updated":"2026-02-02T02:26:40.808Z","summary":"Things are certainly keeping fans on the edge of their seats in Fire Force (Official) Volume 23 Chapter 196! 🔥 Readers are feeling a mix of admiration for the series and a bit of exasperation with the current power dynamics. A recurring sentiment seems to be the overwhelming success of the White Clad. One reader voiced a common frustration, noting, \"i don't like how literally everything goes how the white clad wants. they never lose, ever.\" It seems fans are definitely eager to see the heroes catch a break and turn the tide against the seemingly invincible antagonists! But despite that, the chapter has done a fantastic job of sparking intense curiosity! The biggest mysteries on everyone's minds revolve around new (or newly revealed) characters. Questions like \"Fuck, who's the pillar?\" and \"I wonder who the mask man\" popped up, showing that Volume 23 Chapter 196 successfully left a big, intriguing question mark for what's next. The suspense is real! 🤔","summary_language":"ja","summary_source":"chapter_root","summary_status":"generated","summary_verification":"unverified"},"summary":"Things are certainly keeping fans on the edge of their seats in Fire Force (Official) Volume 23 Chapter 196! 🔥 Readers are feeling a mix of admiration for the series and a bit of exasperation with the current power dynamics. A recurring sentiment seems to be the overwhelming success of the White Clad. One reader voiced a common frustration, noting, \"i don't like how literally everything goes how the white clad wants. they never lose, ever.\" It seems fans are definitely eager to see the heroes catch a break and turn the tide against the seemingly invincible antagonists! But despite that, the chapter has done a fantastic job of sparking intense curiosity! The biggest mysteries on everyone's minds revolve around new (or newly revealed) characters. Questions like \"Fuck, who's the pillar?\" and \"I wonder who the mask man\" popped up, showing that Volume 23 Chapter 196 successfully left a big, intriguing question mark for what's next. The suspense is real! 🤔","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"Things are certainly keeping fans on the edge of their seats in Fire Force (Official) Volume 23 Chapter 196!","spoiler_summary":"Things are certainly keeping fans on the edge of their seats in Fire Force (Official) Volume 23 Chapter 196! 🔥 Readers are feeling a mix of admiration for the series and a bit of exasperation with the current power dynamics. A recurring sentiment seems to be the overwhelming success of the White Clad. One reader voiced a common frustration, noting, \"i don't like how literally everything goes how the white clad wants. they never lose, ever.\" It seems fans are definitely eager to see the heroes catch a break and turn the tide against the seemingly invincible antagonists! But despite that, the chapter has done a fantastic job of sparking intense curiosity! The biggest mysteries on everyone's minds revolve around new (or newly revealed) characters. Questions like \"Fuck, who's the pillar?\" and \"I wonder who the mask man\" popped up, showing that Volume 23 Chapter 196 successfully left a big, intriguing question mark for what's next. The suspense is real! 🤔"},"source":{"canonical_path":"/series/fire-force-86c62c/chapter-198","citation_title":"WebtoonLib — Fire Force #198","content_type":"chapter_summary","last_updated":"2026-07-25T00:37:39.935Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/fire-force-86c62c"}}