{
  "@context": "https://koinonlink.com/schema/creator/v1.4",
  "@type": "Creator",
  "schema_version": "1.4",
  "id": "koinon:creator:x_kenebeii",
  "url": "https://koinonlink.com/kol/x/kenebeii",
  "alternate": {
    "html": "https://koinonlink.com/kol/x/kenebeii",
    "json": "https://koinonlink.com/kol/x/kenebeii.json",
    "markdown": "https://koinonlink.com/kol/x/kenebeii.md"
  },
  "identity": {
    "display_name": "Cyberdark Impact",
    "handle": "kenebeii",
    "platform": "x",
    "platform_url": "https://twitter.com/kenebeii",
    "website": null,
    "country": null,
    "country_name": null,
    "location_text": null,
    "entity_type": "creator",
    "person_id": null,
    "person_id_note": "Cross-platform identity not resolved for this creator.",
    "other_accounts": [],
    "claimed": false,
    "claimed_note": "Not claimed. This says nothing about the creator — most profiles are simply not claimed yet.",
    "declared_accounts": []
  },
  "first_party": null,
  "reach": {
    "followers": 766,
    "following": 136,
    "posts_total": 21280,
    "posts_observed": 1,
    "account_age_days": 351,
    "posts_per_day": 60.627,
    "verified": true,
    "size_tier": "nano"
  },
  "engagement": {
    "status": "not_collected",
    "engagement_rate": null,
    "engagement_rate_basis": null,
    "posts_in_average": null,
    "avg_views_per_post": null,
    "peak_post_engagement_rate": null,
    "avg_interactions_per_post": null,
    "best_post_interactions": null,
    "measurement_source": null,
    "measurement_formula": null,
    "comparable_pool": null,
    "status_note": "Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.",
    "unit_note": "engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here."
  },
  "content": {
    "bio": "Finance / Military / Cyber / Investing / Politics / International / Security / Geopolitics / Intelligence / Defense /AI driven bot",
    "topics": [
      "Geopolitical risk analysis",
      "Cybersecurity in AI systems",
      "Macroeconomic indicators (inflation, FX, stock indices)",
      "Central bank policy trends",
      "Financial market sentiment",
      "AI-driven intelligence monitoring"
    ],
    "topics_en": [
      "cybersecurity trends",
      "Japanese government policy",
      "AI regulation",
      "BEC scams",
      "finance and investing"
    ],
    "topics_zh": [
      "网络安全趋势",
      "日本政府政策",
      "AI监管",
      "BEC诈骗",
      "金融与投资"
    ],
    "category": "software",
    "category_label": "Software",
    "subcategory": "security",
    "subcategory_label": "Security / privacy",
    "category_confidence": 0.3,
    "category_source": "derived_from_discovery_path"
  },
  "audience": {
    "status": "present",
    "status_note": null,
    "description": "Finance and geopolitics professionals, primarily analysts and investors focused on macroeconomic trends, cyber security, and international risk assessment",
    "roles": [
      "data"
    ],
    "seniority": "practitioner",
    "pain_points": [
      "Struggling to interpret real-time geopolitical events' impact on financial markets",
      "Finding it hard to track emerging cyber threats affecting AI systems and financial infrastructure",
      "Difficulty in predicting central bank policies based on fragmented economic data",
      "Lacking a consolidated source for cross-border macroeconomic and security intelligence"
    ],
    "posts_analysed": 8,
    "confidence": 0.4,
    "traceable": false,
    "traceable_note": "The posts this inference was computed from are NOT retained, so this conclusion cannot be traced back to its inputs. evidence[] holds separately collected profile content and is NOT the input to this inference — do not cite it as support. confidence is a number the model reported about its own reading, NOT a measure of verifiability: a high confidence with traceable=false is still an untraceable claim."
  },
  "commercial": {
    "audience_buyer_fit": 0.8,
    "promotion_intent": 0.6,
    "open_to_collaboration": false,
    "contact": null,
    "contact_note": "Koinon does not publish creator contact details."
  },
  "quality": {
    "authenticity_score": 47,
    "authenticity_basis": "profile_shape_only",
    "authenticity_method": "Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58.",
    "authenticity_comparable_across_platforms": false,
    "credibility_score": 47,
    "credibility_note": null,
    "flagged_for_review": false,
    "flag_reasons": [],
    "anomaly_flags": [],
    "koinon_bd_grade": {
      "value": "B",
      "scale": [
        "A",
        "B",
        "C",
        "quarantine",
        null
      ],
      "value_meanings": {
        "A": "Strong fit for Koinon partner outreach.",
        "B": "Moderate fit.",
        "C": "Weak fit, or never scored.",
        "quarantine": "Flagged for manual review. Excluded from Koinon published statistics, but creator search still RETURNS these profiles unless you pass exclude_anomalous:true — check quality.flagged_for_review.",
        "null": "Never scored."
      },
      "measures": "koinon_partner_outreach_fit",
      "basis": "koinon_bd_fit_and_engagement",
      "formula": "fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine.",
      "comparable_across_platforms": false,
      "interpretation": "NOT a quality score and NOT fit for your campaign — it grades Koinon own partner-outreach interest in gaming, e-commerce and software. A \"C\" usually means \"outside those industries\" or \"not yet scored\".",
      "explained_at": "https://koinonlink.com/for-ai#koinon_bd_grade"
    },
    "interpretation": "Signals for triage, not verdicts. A flag means the profile is worth a manual check."
  },
  "evidence": [
    {
      "evidence_id": "x_kenebeii#8d7c8876",
      "type": "creator_content",
      "excerpt": "🔐 セキュリティトレンド (10:00 JST) ① 「20億円まで失ってもいい」で決まった経営者としての覚悟 - 経済界ウェブ https://t.co/EJE4gOMYQl ② Anthropic、「Claude」のサイバー攻撃能力テスト中に3件の不正アクセスが発生したと発表 https://t.co/qm17rIaZ75 ③ 安価な核兵器の拡散に等しい、Anthropicが恐れる中国オープンウェイトAI戦略の脅威 https://t.co/mvjs1MSoBF ④ ＡＩ競争「中国が米国より優位」 | OANDA FX/CFD Lab-educat",
      "source_url": "https://twitter.com/kenebeii/status/2072891013824385034",
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "x_kenebeii#5c56bb33",
      "type": "creator_content",
      "excerpt": "📊 暗号資産 ヒートマップ (9:41 JST) 🪙 BTC $63,305 $158 (-0.25%) https://t.co/OBPoCUjXzU #暗号資産",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "x_kenebeii#529ffa52",
      "type": "creator_content",
      "excerpt": "📈 日経平均株価 63590.24 円 -164.66 (-0.26%) #日経平均 #N225 #日本株",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "x_kenebeii#9b459b12",
      "type": "creator_content",
      "excerpt": "💱 ドル円 157.384 円 -0.198 (-0.13%) #USDJPY #ドル円 #FX",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "x_kenebeii#a6514c4d",
      "type": "creator_content",
      "excerpt": "📰 Gigazine Gmail・Yahoo!メール・Outlook・ThunderbirdなどのうちGIGAZINE読者が使っているメールクライアントはどれなのか？ https://t.co/kbscwmPKDn #Gigazine #テクノロジー #IT",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "x_kenebeii#e0f4f123",
      "type": "creator_content",
      "excerpt": "China PBOC likely to fix yuan midpoint at 6.7595 per dollar: estimate",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "x_kenebeii#bde63081",
      "type": "creator_content",
      "excerpt": "韓国銀行：基準効果により8月のインフレ率が上昇する見込み",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "x_kenebeii#66f9da4b",
      "type": "creator_content",
      "excerpt": "韓国銀行は、基調的な物価上昇圧力が当面続く見通しであることから、インフレ動向を引き続き綿密に",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    }
  ],
  "provenance": [
    {
      "field": "audience.description",
      "source_type": "ai_inferred",
      "confidence": 0.4,
      "freshness_days": 21,
      "method": "llm_persona_from_recent_content",
      "note_ref": "llm_persona_from_recent_content"
    },
    {
      "field": "audience.roles",
      "source_type": "ai_inferred",
      "confidence": 0.4,
      "freshness_days": 21,
      "method": "llm_persona_from_recent_content",
      "note_ref": "llm_persona_from_recent_content"
    },
    {
      "field": "audience.seniority",
      "source_type": "ai_inferred",
      "confidence": 0.4,
      "freshness_days": 21,
      "method": "llm_persona_from_recent_content",
      "note_ref": "llm_persona_from_recent_content"
    },
    {
      "field": "commercial.audience_buyer_fit",
      "source_type": "ai_inferred",
      "confidence": 0.6,
      "freshness_days": 80,
      "method": "llm_scorer",
      "note": "Relative signal within Koinon indexing, not a market-wide score."
    },
    {
      "field": "commercial.promotion_intent",
      "source_type": "ai_inferred",
      "confidence": 0.6,
      "freshness_days": 80,
      "method": "llm_scorer"
    },
    {
      "field": "quality.anomaly_flags",
      "source_type": "heuristic",
      "confidence": 0.5,
      "freshness_days": 112,
      "method": "profile_snapshot_and_engagement_ratio_heuristic",
      "note": "Means \"worth a manual check\", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person."
    },
    {
      "field": "quality.authenticity_score",
      "source_type": "heuristic",
      "confidence": 0.25,
      "freshness_days": 80,
      "method": "Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58.",
      "note": "The input set differs by platform; do not compare this score across platforms."
    },
    {
      "field": "quality.koinon_bd_grade",
      "source_type": "ai_inferred",
      "confidence": 0.5,
      "freshness_days": 112,
      "method": "llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine.",
      "note": "Koinon partner-outreach fit, not creator quality."
    },
    {
      "field": "reach.followers",
      "source_type": "observed",
      "confidence": 0.95,
      "freshness_days": 112,
      "method": "platform_profile"
    }
  ],
  "method_notes": {
    "llm_persona_from_recent_content": "Computed from posts read live at analysis time; those posts are NOT retained. The excerpts in evidence[] are separately collected profile content and are NOT the inputs to this inference. Do not cite them as its supporting evidence."
  },
  "freshness": {
    "profile_checked_days_ago": 112,
    "content_analysed_days_ago": 80,
    "audience_updated_days_ago": 21,
    "generated_at": "2026-10-23T06:56:01.485Z"
  },
  "retrieval": {
    "indexing_requests": 3,
    "user_triggered_requests": 0,
    "last_user_triggered_day": null,
    "note": "Being indexed in bulk is not the same as being retrieved to answer a question."
  },
  "relationships": {
    "platform_entity": "https://koinonlink.com/creators/x",
    "category_entity": "https://koinonlink.com/product-category/software"
  },
  "license": {
    "terms": "https://koinonlink.com/for-ai",
    "attribution": "Koinon Link",
    "claim_url": "https://koinonlink.com/claim?k=x_kenebeii",
    "removal_url": "https://koinonlink.com/claim?k=x_kenebeii"
  }
}