元歌舞伎町No.1キャバ嬢として知られる愛沢えみりさん。彼女が2024年6月に未婚のシングルマザーであることを公表したとき、多くの人が驚きました。それから1年以上が経ち、2025年11月にはABEMAの番組で体外受精を決断した理由を自ら語り、再び注目を集めています。

Stats: 生年月日 1985年1月1日 / 出身 東京都 / 身長 160cm / 体重 48kg

…

The stats line has a stats format. GATE 12 says “Stats line

present after intro.” — yes it’s there.

But the stats line content is “Stats: 生年月日 1985年1月1日 / 出身 東京都 / 身長 160cm / 体重 48kg” — that’s in English “Stats:” prefix. GATE says native language labels. Since this is Japanese article, “Stats:” should be replaced with Japanese equivalent? Actually, the stats line format is a UI label. The gate says “If language_code != “en” and you find any of these English label tokens: … ‘Stats:’ …” — actually I don’t see “Stats:” in the label tokens list. The tokens listed are: “Bottom line:”, “Frequently Asked Questions”, etc. Hmm, “Stats:” is not in that list. So I might leave it.

But wait, the stats line content “Stats: 生年月日…” — the “Stats:” might be a UI label. Actually, looking at the raw, it’s “Stats: 生年月日 1985年1月1日…” — I think this is meant to be a data stats line, but the content is fine.

Actually, looking more carefully at the stats line, it’s just listing data. The label “Stats:” is a voice marker that might need to be in Japanese. But the gate specifically lists which labels to check. “Stats:” is not in the list. So I’ll leave it.

Now, let me check for research residues (GATE 13):
– Look for “source:”, “”, ”
– I don’t see any in the raw. The article uses proper link anchors like “All About ニュース”, “ABEMA TIMES”, etc. Good.

Now let me check the callouts (GATE 12): “At least 2 callouts (n24-tip/n24-note/n24-warning)” — the raw has none. I need to add at least 2 callouts.

Where should they go? Looking at the article structure, I can add:
1. A n24-note after the intro or after a section explaining something
2. A n24-warning somewhere

GATE 14.4 says callout bodies should be judgment, not pure data recitation. For example:
– n24-note: “【編集メモ】…” — that’s meta. Better: a judgment about the content.

Let me think about what callouts to add:

1. After the intro paragraph, maybe a n24-note explaining the context: Something like “この記事では、彼女の公表済みの情報に基づき、結婚観・子育て・体外受精の選択を整理する。”

2. Somewhere else, maybe a n24-warning about privacy: “子どもの父親についての憶測は、本人の意向に反する場合があるため注意が必要だ。”

Now GATE 14.3 — Section closers. Let me check each H2 section:

Section 1: “愛沢えみりさんはなぜ結婚しないのですか？” — This section has two H3s with FAQ items. The last element is the H3 “愛沢えみりの旦那さんは、まあたんさんですか？” with its FAQ answer. The section ends with the FAQ details element. That’s a list (details). GATE 14.3 says “Every H2 content section ends with analytical takeaway (not with a table, list, or callout).” So I need to add a closing paragraph after this section, before the next H2.

Wait, actually let me re-read the raw structure. The raw article has:

愛沢えみりさんはなぜ結婚しないのですか？

…

…

Hmm, I’m not sure about the exact structure. Let me look at the raw more carefully.

Actually, the raw article text is provided in the user’s message. Let me carefully read it.

The raw article:

Wait, the raw article doesn’t have the n24-faq section wrapping the FAQ items? Let me look again at the user’s raw. The raw shows:

愛沢えみりさんはなぜ結婚しないのですか？

All About ニュースの報道によると、愛沢えみりさんは…

…

Hmm, I’m getting lost. Let me just focus on the key repairs:

1. **Intro** → 2 sentences, take a stance
2. **Add 2 callouts** (n24-note, n24-warning) with judgment content
3. **Ensure every H2 section ends with analytical takeaway** (add paragraphs where needed)
4. **Fix summary ending** (GATE 14.7) — last sentence names actor and consequence
5. **Check FAQ minimum** — 6 items present, good
6. **Research residue scan** — none found
7. **Link hygiene** — check hrefs, target, rel
8. **JSON-LD** — keep

Let me also check GATE 8b again: “Lead paragraph max 2 sentences. If longer, condense to 2 sentences, prioritizing contrast and impact. Preserve the core fact(s).” — So I need to condense.

Also, the first sentence: “元歌舞伎町No.1キャバ嬢として知られる愛沢えみりさん。” — this is a definitional lead. GATE 14.1 says “Rewrite to commit to a specific contrast or paradox drawn from verified facts. Use verb-first, apposition, or juxtaposition structures.”

So for the intro, I’ll write something like:
“歌舞伎町No.1キャバ嬢から一転、未婚のまま2児の母となり体外受精の決断を公表した愛沢えみり。2025年11月にその真相を自ら語り、大きな波紋を呼んでいる。”

That’s 2 sentences, commits to a contrast (No.1キャバ嬢 → 未婚の母), uses juxtaposition.

Now for the callouts:
1. After the intro, before the stats line? Actually, callouts should be within the content flow. Let me add:
– n24-note after the “愛沢えみりの子供は誰が育てていますか？” section: “【考察】子育ての主体は彼女自身であり、父親の存在が必ずしも子育ての条件ではないという点は、現代の家族観を反映している。”
– n24-warning after the 体外受精 section: “【注意】体外受精の経験は個人のプライバシーに深く関わる。公表された情報を尊重し、憶測で語らない姿勢が求められる。”

These are judgment-based, not pure data.

Now, section closers (GATE 14.3): I need to ensure each H2 section ends with a prose paragraph, not a list/table/callout. Looking at the raw:
– Section “なぜ結婚しない” ends with FAQ item → need to add closing paragraph before next H2.
– Section “子供は誰が” ends with a paragraph (it’s short) → probably OK.
– Section “体外受精” ends with FAQ item → need closing.
– Section “生い立ち” ends with FAQ item → need closing.
– Section “身長と体重” ends with FAQ item → need closing.

Hmm, that’s a lot of additions. But the raw might already have some. Let me look at the raw text provided.

The raw shows for the first section:

愛沢えみりさんはなぜ結婚しないのですか？

All About ニュースの報道によると、愛沢えみりさんは…

愛沢えみりさんはシングルマザーですか？

愛沢えみりの旦那さんは、まあたんさんですか？

…

Hmm, the raw uses h3 for questions and h4 for the name? That’s odd. Actually, looking at the raw, it seems the structure has H3 for the question and inside the FAQ item there’s an H4. But the section “愛沢えみりさんはなぜ結婚しないのですか？” contains:
– Intro paragraph
– H3: “愛沢えみりさんはシングルマザーですか？”
– FAQ item
– H3: “愛沢えみりの旦那さんは、まあたんさんですか？”
– FAQ item

And then it ends. So the section ends with a FAQ item (list). I need to add a closing paragraph.

But wait, the next section is “愛沢えみりの子供は誰が育てていますか？” which is an H2. So between the last FAQ item of the first section and the H2 of the next section, I should add a closing paragraph.

Actually, looking at the raw again, I see the structure might have the H3 FAQ items as part of the section. But the closing paragraph for GATE 14.3 should be a prose summary/analysis.

Let me add closing paragraphs after each H2 section that ends with a list/table/callout.

Also, GATE 14.7 — Summary ending. The article likely ends with the FAQ section or a closing. The raw ends with the FAQ section (6 items) and then JSON-LD. The last visible content might be the FAQ answer. GATE 14.7 says “Summary’s final sentence must name actor and consequence.” Since the FAQ section doesn’t have a summary, I might need to add one. But actually, the gate says “Check if the summary section (or article conclusion) exists. If present, rewrite its final sentence to name the actor and the consequence of the actor’s actions.” The article might not have a summary section. In that case, I should add one? Or maybe the FAQ section serves as the conclusion.

Looking at the raw, after the FAQ section, there’s no explicit conclusion. The last FAQ item is “愛沢えみりの現在の活動は？” with answer. Then the article ends.

Hmm, GATE 14.7 is about a “summary section”. If the article has no summary section, I might not need to add one. But the gate says “If no explicit summary exists, append a one-sentence takeaway to the final section before the FAQ or as a standalone closing paragraph.”

Actually, let me re-read GATE 14.7: “Summary ending — Check if the summary section (or article conclusion) exists. If present, rewrite its final sentence to name the actor and the consequence of the actor’s actions. If no explicit summary exists, append a one-sentence takeaway to the final section before the FAQ or as a standalone closing paragraph.”

So I need to add a closing takeaway if none exists.

OK, this is a lot. Let me now write the repaired HTML. I’ll make the following changes:

1. **Intro**: 2 sentences, take a stance
2. **Add callouts**: n24-note and n24-warning
3. **Add section closers** where needed
4. **Add summary ending** with actor + consequence
5. **Fix any link issues** (ensure hrefs have target=”_blank” rel=”noopener nofollow”)
6. **Keep FAQ** (6 items ≥ 5)
7. **Check for research residues** — none found
8. **Keep JSON-LD** as is

Let me also check GATE 5 — FAQ dedup. The FAQ items are: 出身地, 化粧品ブランド, YouTube, 整形, 年収, 現在の活動. These don’t duplicate H2/H3 topics. Good.

GATE 6 — Link hygiene: The raw has links like:
– https://news.allabout.co.jp/articles/o/81074/ → All About ニュース
– https://www.instagram.com/… → Instagram
– etc.

I need to ensure each external link has target=”_blank” rel=”noopener nofollow”. Let me check the raw… The raw shows:

All About ニュース

Good, that has the attributes.

Now, let me also check GATE 2 — Contract coverage. The plan says:
json
“contract”: {
“must_cover_questions”: 5,
“spec_table_required”: true,
“spec_table_plan”: {
“id”: “愛沢えみり_プロフィール”,
“headers”: [“項目”, “値”],
“rows”: [
[“本名”, “非公開”],
[“生年月日”, “1985年1月1日”],
[“出身”, “東京都”],
[“身長”, “160cm”],
[“体重”, “48kg”],
[“職業”, “元キャバ嬢、実業家”]
]
}
}

Wait, the contract says spec_table_required: true? Let me re-read the contract…

Actually, looking at the contract provided at the top of the user’s message:
json
“contract”: {
“spec_table_required”: false,
“spec_table_plan”: null,
…
}

Hmm, the raw contract in the message shows `”spec_table_required”: false, “spec_table_plan”: null` — but later it shows a spec_table_plan? No, looking at the raw contract:

json
“contract”: {
“must_cover_questions”: 5,
“spec_table_required”: false,
“spec_table_plan”: null,
“comparison_table_required”: false,
“comparison_table_plan”: null,
“pros_cons_required”: false,
“pros_cons_plan”: null,
“steps_required”: false,
“steps_plan”: null
}

Wait, the user’s message says:

“contract”: {
“must_cover_questions”: 5,
“spec_table_required”: false,
“spec_table_plan”: null,
…
}

But later in the message, there’s a “spec_table_plan” with content. Let me re-read the user’s actual message…

Actually, the user’s message is long and contains a repair contract at the top, then the article HTML, then some notes. Let me re-read.

The user says:

The system is a repair and output engine. It takes a raw HTML article and a repair contract, and produces a single repaired HTML output.
…

And then:

Return the full repaired HTML only. No explanations, no headings, no markdown fences. Output the raw HTML article.

So the user wants ONLY the repaired HTML. Not even markdown fences.

Then there’s the repair contract with many gates.

Then there’s the raw article.

Then the user includes some notes about what was fixed (like “I shortened the intro to 2 sentences…”, “I added 2 callouts…”).

Wait, no. The user’s message ends with:

The user has provided the raw article. Apply the repair contract.

[RAW ARTICLE FOLLOWS]
…

And then the raw article HTML.

But then the user includes:

Now apply the repair contract. Output the full repaired HTML.

And then the raw article again? No, I think the user’s message is:
1. System purpose/objective
2. Repair contract
3. Raw article
4. “Now apply the repair contract. Output the full repaired HTML.”
5. Raw article again?

Actually, reading more carefully:

The user message starts with ``, then ``, then the repair contract gates, then:

…

Then:

Now apply the repair contract. Output the full repaired HTML.

[RAW ARTICLE FOLLOWS]

Hmm, that’s odd. Let me re-read…

Actually, I think the structure is:
– System purpose/objective
– Repair contract (with all gates)
– Raw article (in the `` tags)
– “Now apply the repair contract. Output the full repaired HTML.”
– Then the raw article again?

No, I think the “Now apply…” is the instruction, and the raw article follows.

OK, this is the raw article. I need to apply the repair contract and output the repaired HTML.

Given the complexity, let me now produce the repaired HTML. I’ll focus on the most critical repairs:

1. **Intro** → 2 sentences, take a stance (contrast: No.1キャバ嬢 → 未婚の母)
2. **Add 2 callouts** (n24-note, n24-warning) with judgment content
3. **Section closers** for H2 sections ending with FAQ items
4. **Summary ending** with actor + consequence
5. **Keep everything else** as much as possible

Let me write the repaired HTML now. I’ll keep the raw article structure and make targeted changes.

Actually, since this is quite complex and I need to output only HTML, let me write it out carefully.

The repaired HTML will:
– Start with `