{
  "cards": [
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "S",
      "business_summary": "业务：微软向企业、政府、开发者和消费者提供 Azure 云基础设施、数据库、AI 服务、GitHub、Dynamics、Microsoft 365、Teams、Windows、Security、LinkedIn、Xbox 和 Surface 等产品。收入来自云订阅、软件授权、企业合同、广告、游戏内容和硬件销售，关键资产包括企业客户关系、开发者生态、Office 工作流入口、OpenAI 合作和全球数据中心。行业地位：微软在企业软件和公有云市场处于领先梯队，AI Copilot 与 Azure AI 是估值和增长预期的核心。关键变量包括 Azure 增速、AI 服务毛利和算力供给、企业软件续费率、安全产品渗透、OpenAI 关系、游戏内容回报、云资本开支节奏。",
      "core_catalyst": "SEC 10-K filing: 10-K 2026-06-30",
      "evidence_summary": "MSFT moved +14.1% in the latest session, +13.4% relative to benchmark, with volume at 0.7x its 20-day average. Reliable catalyst source: E0682.",
      "facts": [
        {
          "claim": "MSFT moved +14.1% in the latest session, +13.4% relative to benchmark, with volume at 0.7x its 20-day average.",
          "source_id": "E0015",
          "timestamp": "2026-07-30T00:00:00+00:00"
        },
        {
          "claim": "SEC 10-K filing: 10-K 2026-06-30",
          "source_id": "E0682",
          "timestamp": "2026-07-29T16:08:01+00:00"
        },
        {
          "claim": "SEC 8-K filing: 8-K 2026-07-29",
          "source_id": "E0683",
          "timestamp": "2026-07-29T16:04:53+00:00"
        },
        {
          "claim": "Microsoft Surges 9% as Azure Tops $100B and Q4 Beat Lifts Most Price Targets",
          "source_id": "E0684",
          "timestamp": "2026-07-30T13:06:54+00:00"
        },
        {
          "claim": "PulsePoint Expands HCP Omnichannel Targeting to Google Search and Microsoft Bing",
          "source_id": "E0685",
          "timestamp": "2026-07-30T13:01:00+00:00"
        },
        {
          "claim": "MSFT fundamentals snapshot: PE 21.69; market cap/assets $2.90T; revenue scale $331.84B; revenue QoQ 8.59%; revenue YoY 17.79%; gross margin 67.20%; net margin 39.74%; ROIC 20.47%; engine score health 62.67 / valuation 75.00.",
          "source_id": "E2744",
          "timestamp": "2026-07-29T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Microsoft Corporation develops and supports software, services, devices, and solutions worldwide. The Productivity and Business Processes segment offers Microsoft 365 commercial, enterprise mobility + security, windows commercial, power BI, exchange, sharepoint, Microsoft teams,...",
        "gross_margin": "67.20%",
        "health_score": "62.67",
        "market_cap": "$2.90T",
        "name": "Microsoft Corporation",
        "net_margin": "39.74%",
        "pe_ratio": "21.69",
        "revenue_growth_qoq": "8.59%",
        "revenue_growth_yoy": "17.79%",
        "revenue_scale": "$331.84B",
        "roic": "20.47%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/msft/",
        "ticker": "MSFT",
        "timestamp": "2026-07-29T00:00:00+00:00",
        "valuation_score": "75.00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +13.4% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 390.54 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "MSFT",
        "timestamp": "2026-07-30T13:41:53+00:00",
        "price": 445.4,
        "previous_close": 390.54,
        "change": 54.85999999999996,
        "change_pct": 0.14047216674348317,
        "change_5d_pct": 0.16725199348380348,
        "change_20d_pct": 0.15905069588543963,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/MSFT?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "regular_open_gap_up_gt_7pct",
        "breakout_20d",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_analyst",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 2,
        "price_action": 23,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 72,
        "tradability": 5,
        "tradability_score": 10,
        "volume_confirmation": 9
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0015",
        "E0682",
        "E0683",
        "E0684",
        "E0685",
        "E2744"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "MSFT",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "S",
      "business_summary": "业务：Meta 运营 Facebook、Instagram、Threads、WhatsApp、Messenger 和 Quest 设备，主要通过信息流、短视频、Reels、Stories 和商业消息广告变现，同时建设推荐系统、生成式 AI 助手、广告工具和元宇宙硬件软件。客户包括全球广告主、商家、创作者、开发者和消费者，关键资产是社交关系链、用户时长、广告投放系统、AI 推荐模型和大规模算力。行业地位：Meta 是全球社交广告市场的核心平台，短视频推荐和广告自动化能力决定变现效率。影响经营与股价的变量包括用户时长、Reels 广告加载率、AI 广告投放效果、隐私政策限制、Reality Labs 亏损节奏、监管风险、资本开支和开源 AI 战略。",
      "core_catalyst": "Meta Issues Weak Revenue Guidance as Quarterly Earnings Unexpectedly Decline; Raises Capex Outlook",
      "evidence_summary": "META moved -9.6% in the latest session, -10.4% relative to benchmark, with volume at 0.4x its 20-day average. Reliable catalyst source: E0690.",
      "facts": [
        {
          "claim": "META moved -9.6% in the latest session, -10.4% relative to benchmark, with volume at 0.4x its 20-day average.",
          "source_id": "E0018",
          "timestamp": "2026-07-30T00:00:00+00:00"
        },
        {
          "claim": "Meta Issues Weak Revenue Guidance as Quarterly Earnings Unexpectedly Decline; Raises Capex Outlook",
          "source_id": "E0690",
          "timestamp": "2026-07-30T13:18:38+00:00"
        },
        {
          "claim": "UBS Adjusts Meta Platforms Price Target to $715 From $766, Maintains Buy Rating",
          "source_id": "E0691",
          "timestamp": "2026-07-30T13:05:21+00:00"
        },
        {
          "claim": "Former Meta, Uber and Cloudflare CSO Joe Sullivan Joins Costanoa to Back the Next Generation of Cybersecurity Companies",
          "source_id": "E0692",
          "timestamp": "2026-07-30T13:00:00+00:00"
        },
        {
          "claim": "Meta's AI Push Is Starting to Show Up in Cash Flow",
          "source_id": "E0693",
          "timestamp": "2026-07-30T13:02:08+00:00"
        },
        {
          "claim": "META fundamentals snapshot: PE 19.91; market cap/assets $1.34T; revenue scale $214.96B; revenue QoQ -5.98%; revenue YoY 26.18%; gross margin 81.85%; net margin 47.54%; ROIC 22.41%; engine score health 88.00 / valuation n/a.",
          "source_id": "E2745",
          "timestamp": "2026-05-21T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Meta Platforms, Inc. engages in the development of products that enable people to connect and share with friends and family through mobile devices, personal computers, virtual reality (VR) headsets, and AI glasses in the United States, Canada, Europe, Asia-Pacific, and internati...",
        "gross_margin": "81.85%",
        "health_score": "88.00",
        "market_cap": "$1.34T",
        "name": "Meta Platforms, Inc.",
        "net_margin": "47.54%",
        "pe_ratio": "19.91",
        "revenue_growth_qoq": "-5.98%",
        "revenue_growth_yoy": "26.18%",
        "revenue_scale": "$214.96B",
        "roic": "22.41%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/meta/",
        "ticker": "META",
        "timestamp": "2026-05-21T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -10.4% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 585.61 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "META",
        "timestamp": "2026-07-30T13:41:52+00:00",
        "price": 528.64,
        "previous_close": 585.61,
        "change": -56.97000000000003,
        "change_pct": -0.09728317480917337,
        "change_5d_pct": -0.12780065782225836,
        "change_20d_pct": -0.13749160045835873,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/META?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "near_local_low",
        "breakdown_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 3,
        "expectation_gap": 3,
        "price_action": 23,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 69,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 7
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0018",
        "E0690",
        "E0691",
        "E0692",
        "E0693",
        "E2745"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "META",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "S",
      "business_summary": "业务：美光设计并制造 DRAM、NAND、NOR、SSD、移动存储、图形显存、车规存储和 HBM 产品，客户包括云数据中心、AI 服务器厂商、PC 与手机厂商、汽车电子、工业和消费电子公司。收入来自存储芯片和模组销售，关键资产包括先进制程存储技术、晶圆厂产能、HBM 封装能力、客户认证和库存管理。行业地位：美光是全球三大 DRAM 供应商之一，也是 AI 服务器 HBM 需求的重要受益者。经营与股价高度受存储价格周期影响，关键变量包括 DRAM/NAND 供需、HBM 份额和良率、AI 服务器订单、PC/手机复苏、库存水平、资本开支纪律、中国市场限制和同业扩产节奏。",
      "core_catalyst": "SEC 4 filing: 4 2026-07-24",
      "evidence_summary": "MU moved +9.3% in the latest session, +8.6% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0706.",
      "facts": [
        {
          "claim": "MU moved +9.3% in the latest session, +8.6% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0024",
          "timestamp": "2026-07-30T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-07-24",
          "source_id": "E0706",
          "timestamp": "2026-07-28T23:20:06+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-07-24",
          "source_id": "E0707",
          "timestamp": "2026-07-28T23:19:14+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-07-23",
          "source_id": "E0708",
          "timestamp": "2026-07-27T23:30:17+00:00"
        },
        {
          "claim": "Micron Stock Fell On China Worries As Customers Locked In Years Of Supply",
          "source_id": "E0709",
          "timestamp": "2026-07-30T11:49:16+00:00"
        },
        {
          "claim": "Samsung Warns of Memory Shortages Through 2028. Can Micron Bounce Back?",
          "source_id": "E0710",
          "timestamp": "2026-07-30T11:41:00+00:00"
        },
        {
          "claim": "Fund’s Missed Bet on Micron Technology (MU) Weighs on Performance",
          "source_id": "E0711",
          "timestamp": "2026-07-30T13:00:58+00:00"
        },
        {
          "claim": "This Memory Chip Stock Just Surged 531%. It’s Not SK Hynix or Micron",
          "source_id": "E0712",
          "timestamp": "2026-07-30T12:40:00+00:00"
        },
        {
          "claim": "MU fundamentals snapshot: PE 16.53; market cap/assets $834.33B; revenue scale $90.27B; revenue QoQ 73.75%; revenue YoY 166.98%; gross margin 84.56%; net margin 68.13%; ROIC 44.27%; engine score health 72.14 / valuation 78.57.",
          "source_id": "E2746",
          "timestamp": "2026-07-29T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "84.56%",
        "health_score": "72.14",
        "market_cap": "$834.33B",
        "name": "Micron Technology, Inc.",
        "net_margin": "68.13%",
        "pe_ratio": "16.53",
        "revenue_growth_qoq": "73.75%",
        "revenue_growth_yoy": "166.98%",
        "revenue_scale": "$90.27B",
        "roic": "44.27%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "MU",
        "timestamp": "2026-07-29T00:00:00+00:00",
        "valuation_score": "78.57"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +8.6% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 739.00 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "MU",
        "timestamp": "2026-07-30T13:41:53+00:00",
        "price": 809.32,
        "previous_close": 739.0,
        "change": 70.32000000000005,
        "change_pct": 0.0951556156968878,
        "change_5d_pct": -0.18267843988520172,
        "change_20d_pct": -0.21598793250775317,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/MU?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "regular_open_gap_up_gt_7pct",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 2,
        "price_action": 18,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 65,
        "tradability": 4,
        "tradability_score": 10,
        "volume_confirmation": 7
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0024",
        "E0706",
        "E0707",
        "E0708",
        "E0709",
        "E0710",
        "E0711",
        "E0712",
        "E2746"
      ],
      "stage": "expanding",
      "theme": "geopolitical risk",
      "ticker": "MU",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "S",
      "business_summary": "业务：Bloom Energy 为数据中心、制造厂、医院、公用事业和大型商业设施提供固体氧化物燃料电池发电系统，用于在客户侧实现高可用电力供应，同时销售基于相近技术路线的电解制氢设备。收入来自设备销售、长期服务协议、系统升级和部分项目型能源解决方案。关键产品是 Bloom Energy Server、Bloom Electrolyzer 以及围绕微网和高可靠供电的集成方案。行业地位：Bloom Energy 在高可靠分布式供电和固体氧化物路线里知名度很高，尤其受数据中心和高电力密度场景关注。竞争对手包括 FuelCell Energy、传统柴油或燃气备电系统、微型燃机和公用电网替代方案，关键经营变量是天然气与电价比、设备寿命、服务成本、政策补贴和大客户项目落地节奏。",
      "core_catalyst": "Here Are Wednesday’s Top Wall Street Analyst Research Calls: Bloom Energy, Dave, Fiverr, Humana, Las Vegas Sands, Lemonade, Procter & Gamble, SK hynix, Wix.com, and More",
      "evidence_summary": "BE moved +22.0% in the latest session, +21.3% relative to benchmark, with volume at 0.3x its 20-day average. Reliable catalyst source: E1224.",
      "facts": [
        {
          "claim": "BE moved +22.0% in the latest session, +21.3% relative to benchmark, with volume at 0.3x its 20-day average.",
          "source_id": "E0156",
          "timestamp": "2026-07-30T00:00:00+00:00"
        },
        {
          "claim": "Here Are Wednesday’s Top Wall Street Analyst Research Calls: Bloom Energy, Dave, Fiverr, Humana, Las Vegas Sands, Lemonade, Procter & Gamble, SK hynix, Wix.com, and More",
          "source_id": "E1224",
          "timestamp": "2026-07-30T12:05:16+00:00"
        },
        {
          "claim": "Mizuho Upgrades Bloom Energy to Outperform From Neutral, Adjusts PT to $242 From $285",
          "source_id": "E1225",
          "timestamp": "2026-07-30T11:53:20+00:00"
        },
        {
          "claim": "Zacks Industry Outlook Highlights Bloom Energy, Talen Energy and Montauk Renewables",
          "source_id": "E1226",
          "timestamp": "2026-07-30T09:01:00+00:00"
        },
        {
          "claim": "Wall Street Holds Firm on Bloom Energy as Reddit Investors Flee",
          "source_id": "E1227",
          "timestamp": "2026-07-30T13:15:26+00:00"
        },
        {
          "claim": "BE fundamentals snapshot: PE 223.15; market cap/assets $70.98B; revenue scale $3.11B; revenue QoQ n/a; revenue YoY n/a; gross margin 33.38%; net margin 18.67%; ROIC 13.09%.",
          "source_id": "E2747",
          "timestamp": "2026-07-30T13:41:29.266665+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Bloom Energy Corporation designs, manufactures, sells, and installs solid oxide fuel cell systems for on-site power generation in the United States and internationally. It offers Bloom Energy Server, an energy server platform to convert fuel, such as natural gas, biogas, hydroge...",
        "gross_margin": "33.38%",
        "health_score": null,
        "market_cap": "$70.98B",
        "name": "Bloom Energy Corporation",
        "net_margin": "18.67%",
        "pe_ratio": "223.15",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$3.11B",
        "roic": "13.09%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/be/",
        "ticker": "BE",
        "timestamp": "2026-07-30T13:41:29.266665+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +21.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 163.75 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "BE",
        "timestamp": "2026-07-30T13:41:52+00:00",
        "price": 198.757,
        "previous_close": 163.83,
        "change": 34.92699999999999,
        "change_pct": 0.21319050234999692,
        "change_5d_pct": -0.08533365297441398,
        "change_20d_pct": -0.31344732297063904,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/BE?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "regular_open_gap_up_gt_7pct",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 19,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 64,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 6
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0156",
        "E1224",
        "E1225",
        "E1226",
        "E1227",
        "E2747"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "BE",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "S",
      "business_summary": "业务：Alnylam 以 RNA 干扰药物为核心，围绕基因沉默机制开发并商业化罕见病和部分常见病治疗方案。收入一部分来自 ONPATTRO、AMVUTTRA、GIVLAARI、OXLUMO 等已上市药物销售，一部分来自与大型药企合作带来的授权金、里程碑付款和特许权收益。客户主要是专科医生、医院和支付方体系，关键资产是 siRNA 设计、递送平台、临床开发能力和多适应症产品管线。行业地位：Alnylam 是 RNAi 赛道公认的先行者，竞争优势在技术平台成熟、已验证商业化能力和不断外延的适应症布局。竞争对手包括 Ionis、Arrowhead 以及其他 RNA 靶向疗法公司，关键经营变量是临床试验结果、诊断渗透率、医保准入、合作进展和新药上市节奏。",
      "core_catalyst": "Alnylam Pharmaceuticals' Q2 Adjusted EPS, Revenue Rise; Cuts 2026 Net Product Revenue Guidance; Shares Tumble Pre-Bell",
      "evidence_summary": "ALNY moved -23.9% in the latest session, -24.6% relative to benchmark, with volume at 0.5x its 20-day average. Reliable catalyst source: E1517.",
      "facts": [
        {
          "claim": "ALNY moved -23.9% in the latest session, -24.6% relative to benchmark, with volume at 0.5x its 20-day average.",
          "source_id": "E0236",
          "timestamp": "2026-07-30T00:00:00+00:00"
        },
        {
          "claim": "Alnylam Pharmaceuticals' Q2 Adjusted EPS, Revenue Rise; Cuts 2026 Net Product Revenue Guidance; Shares Tumble Pre-Bell",
          "source_id": "E1517",
          "timestamp": "2026-07-30T12:52:38+00:00"
        },
        {
          "claim": "Alnylam: Q2 Earnings Snapshot",
          "source_id": "E1518",
          "timestamp": "2026-07-30T12:16:00+00:00"
        },
        {
          "claim": "Alnylam (ALNY) Is Up 6.3% After Showcasing New Alzheimer’s RNAi Data And $1B-Plus Quarterly Revenue",
          "source_id": "E1519",
          "timestamp": "2026-07-29T18:10:45+00:00"
        },
        {
          "claim": "Alnylam Pharmaceuticals (ALNY) Could Be 34% Undervalued After Alzheimer’s Pipeline Update",
          "source_id": "E1520",
          "timestamp": "2026-07-29T23:12:20+00:00"
        },
        {
          "claim": "ALNY fundamentals snapshot: PE 72.56; market cap/assets $29.22B; revenue scale $4.29B; revenue QoQ 6.39%; revenue YoY 82.57%; gross margin 81.91%; net margin 17.65%; ROIC 14.66%; engine score health 64.38 / valuation n/a.",
          "source_id": "E2748",
          "timestamp": "2026-06-26T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Alnylam Pharmaceuticals, Inc. discovers, develops, manufactures, and commercializes therapeutics based on ribonucleic acid interference in the United States, Europe, and internationally. The company offers ONPATTRO for hereditary transthyretin-mediated (hATTR) amyloidosis; AMVUT...",
        "gross_margin": "81.91%",
        "health_score": "64.38",
        "market_cap": "$29.22B",
        "name": "Alnylam Pharmaceuticals, Inc.",
        "net_margin": "17.65%",
        "pe_ratio": "72.56",
        "revenue_growth_qoq": "6.39%",
        "revenue_growth_yoy": "82.57%",
        "revenue_scale": "$4.29B",
        "roic": "14.66%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/alny/",
        "ticker": "ALNY",
        "timestamp": "2026-06-26T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -24.6% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 286.62 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "ALNY",
        "timestamp": "2026-07-30T13:41:52+00:00",
        "price": 216.311,
        "previous_close": 286.62,
        "change": -70.309,
        "change_pct": -0.24530388667922687,
        "change_5d_pct": -0.1950918811474628,
        "change_20d_pct": -0.2829549163930484,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ALNY?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "near_local_low",
        "breakdown_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 2,
        "price_action": 23,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 60,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 2
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0236",
        "E1517",
        "E1518",
        "E1519",
        "E1520",
        "E2748"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "ALNY",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "A",
      "business_summary": "业务：CoreWeave主要提供面向AI和高性能计算的云基础设施和GPU算力服务。行业地位：CoreWeave是基础设施软件赛道的核心公司，可比/竞争公司包括Cloudflare、Block、VeriSign、Zscaler。关键变量主要是云和AI工作负载、网络安全预算、净留存率、算力成本、平台竞争和监管合规。",
      "core_catalyst": "Leidos and CoreWeave collaborate to accelerate delivery of AI capabilities for defense, national security and intelligence missions",
      "evidence_summary": "CRWV moved +14.8% in the latest session, +14.0% relative to benchmark, with volume at 0.3x its 20-day average. Reliable catalyst source: E1283.",
      "facts": [
        {
          "claim": "CRWV moved +14.8% in the latest session, +14.0% relative to benchmark, with volume at 0.3x its 20-day average.",
          "source_id": "E0171",
          "timestamp": "2026-07-30T00:00:00+00:00"
        },
        {
          "claim": "Leidos and CoreWeave collaborate to accelerate delivery of AI capabilities for defense, national security and intelligence missions",
          "source_id": "E1283",
          "timestamp": "2026-07-30T12:04:00+00:00"
        },
        {
          "claim": "Coreweave Insider Sold Shares Worth $923,484, According to a Recent SEC Filing",
          "source_id": "E1284",
          "timestamp": "2026-07-30T08:17:25+00:00"
        },
        {
          "claim": "Coreweave Insider Sold Shares Worth $16,836,129, According to a Recent SEC Filing",
          "source_id": "E1285",
          "timestamp": "2026-07-30T08:16:58+00:00"
        },
        {
          "claim": "NVDA, NBIS, SKHY, SNDK Stock Losses Reportedly Force Ex-OpenAI Researcher’s $20B Fund To Seek Capital",
          "source_id": "E1286",
          "timestamp": "2026-07-30T10:48:08+00:00"
        },
        {
          "claim": "CRWV fundamentals snapshot: PE n/a; market cap/assets $67.23B; revenue scale $6.23B; revenue QoQ n/a; revenue YoY n/a; gross margin 65.54%; net margin -35.61%; ROIC -0.48%.",
          "source_id": "E2749",
          "timestamp": "2026-07-30T13:41:29.269150+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "CoreWeave, Inc. operates as a cloud infrastructure technology company in the United States. The company offers CoreWeave Cloud platform that comprises proprietary software and cloud services that deliver the automation and efficiency needed to manage complex artificial intellige...",
        "gross_margin": "65.54%",
        "health_score": null,
        "market_cap": "$67.23B",
        "name": "CoreWeave, Inc. Class A Common Stock",
        "net_margin": "-35.61%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$6.23B",
        "roic": "-0.48%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crwv/",
        "ticker": "CRWV",
        "timestamp": "2026-07-30T13:41:29.269150+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +14.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 60.82 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "CRWV",
        "timestamp": "2026-07-30T13:41:53+00:00",
        "price": 69.84,
        "previous_close": 60.82,
        "change": 9.020000000000003,
        "change_pct": 0.14830647813219344,
        "change_5d_pct": -0.13884092091215194,
        "change_20d_pct": -0.18492149162703198,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/CRWV?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "regular_open_gap_up_gt_7pct",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 3,
        "price_action": 19,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 60,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0171",
        "E1283",
        "E1284",
        "E1285",
        "E1286",
        "E2749"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "CRWV",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "A",
      "business_summary": "业务：西部数据生产 HDD、NAND 闪存、SSD、存储卡、U 盘、嵌入式闪存和外置存储设备，服务云数据中心、企业服务器、PC、游戏主机、智能手机、工业设备和消费电子渠道。收入来自硬盘出货、闪存产品、企业 SSD、品牌零售存储和 OEM 客户采购，关键客户包括云服务商、设备制造商、企业 IT 部门和零售渠道。行业地位：西部数据在 HDD 和 NAND 闪存两条存储链上都有重要地位，业务表现高度受存储周期影响。影响经营和股价的变量包括 NAND 价格周期、云客户近线硬盘需求、AI 数据中心存储扩张、库存去化、技术节点转换、与铠侠相关的产业结构变化、资本开支纪律以及 HDD 和 SSD 的替代关系。",
      "core_catalyst": "SEC 4 filing: 4 2026-07-28",
      "evidence_summary": "WDC moved +11.8% in the latest session, +11.1% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0906.",
      "facts": [
        {
          "claim": "WDC moved +11.8% in the latest session, +11.1% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0074",
          "timestamp": "2026-07-30T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-07-28",
          "source_id": "E0906",
          "timestamp": "2026-07-29T19:32:27+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-07-28",
          "source_id": "E0907",
          "timestamp": "2026-07-29T19:31:33+00:00"
        },
        {
          "claim": "Western Digital Insider Sold Shares Worth $1,708,505, According to a Recent SEC Filing",
          "source_id": "E0908",
          "timestamp": "2026-07-30T08:11:09+00:00"
        },
        {
          "claim": "MU, SNDK, WDC, DRAM: US Memory Stocks Stay Choppy Even As Samsung Sees Chip Crunch Lasting Through 2028",
          "source_id": "E0909",
          "timestamp": "2026-07-30T06:51:52+00:00"
        },
        {
          "claim": "WDC fundamentals snapshot: PE 24.58; market cap/assets $159.40B; revenue scale $11.78B; revenue QoQ 10.61%; revenue YoY 9.10%; gross margin 50.22%; net margin 96.04%; ROIC 24.09%; engine score health 54.67 / valuation 33.33.",
          "source_id": "E2750",
          "timestamp": "2026-07-29T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Western Digital Corporation develops, manufactures, and sells data storage devices and solutions based on hard disk drive (HDD) technology in the United States, Asia, Europe, the Middle East, and Africa. The company offers internal HDDs, data center drives, data center platforms...",
        "gross_margin": "50.22%",
        "health_score": "54.67",
        "market_cap": "$159.40B",
        "name": "Western Digital Corporation",
        "net_margin": "96.04%",
        "pe_ratio": "24.58",
        "revenue_growth_qoq": "10.61%",
        "revenue_growth_yoy": "9.10%",
        "revenue_scale": "$11.78B",
        "roic": "24.09%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/wdc/",
        "ticker": "WDC",
        "timestamp": "2026-07-29T00:00:00+00:00",
        "valuation_score": "33.33"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +11.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 462.04 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "WDC",
        "timestamp": "2026-07-30T13:41:53+00:00",
        "price": 518.65,
        "previous_close": 462.04,
        "change": 56.60999999999996,
        "change_pct": 0.12252185957925721,
        "change_5d_pct": -0.07101914501146644,
        "change_20d_pct": -0.1332285973022006,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/WDC?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "regular_open_gap_up_gt_7pct",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 4,
        "price_action": 19,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 60,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0074",
        "E0906",
        "E0907",
        "E0908",
        "E0909",
        "E2750"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "WDC",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：Woodward主要经营国防系统、航空部件、航天发射、军工电子、舰船、发动机或航空后市场服务。行业地位：Woodward是航空航天与国防赛道的重要公司，可比/竞争公司包括Lockheed Martin、General Dynamics、Northrop Grumman、TransDigm Group。关键变量主要是国防预算、订单积压、供应链交付、项目执行、航空产量和地缘安全需求。",
      "core_catalyst": "RBC Cuts Price Target on Woodward to $430 From $450, Keeps Outperform Rating",
      "evidence_summary": "WWD moved -10.6% in the latest session, -11.3% relative to benchmark, with volume at 0.3x its 20-day average. Reliable catalyst source: E1834.",
      "facts": [
        {
          "claim": "WWD moved -10.6% in the latest session, -11.3% relative to benchmark, with volume at 0.3x its 20-day average.",
          "source_id": "E0340",
          "timestamp": "2026-07-30T00:00:00+00:00"
        },
        {
          "claim": "RBC Cuts Price Target on Woodward to $430 From $450, Keeps Outperform Rating",
          "source_id": "E1834",
          "timestamp": "2026-07-30T13:30:56+00:00"
        },
        {
          "claim": "Woodward Inc (WWD) (Q3 2026) Earnings Call Highlights: Record Sales and EPS Growth Amid Supply ...",
          "source_id": "E1835",
          "timestamp": "2026-07-30T05:02:34+00:00"
        },
        {
          "claim": "Woodward Q3 Earnings Call Highlights",
          "source_id": "E1836",
          "timestamp": "2026-07-30T01:04:00+00:00"
        },
        {
          "claim": "Woodward’s (NASDAQ:WWD) Q2 CY2026 Earnings Results: Revenue In Line With Expectations But Stock Drops",
          "source_id": "E1837",
          "timestamp": "2026-07-29T21:45:37+00:00"
        },
        {
          "claim": "WWD fundamentals snapshot: PE 38.39; market cap/assets $21.79B; revenue scale $4.19B; revenue QoQ n/a; revenue YoY n/a; gross margin 31.53%; net margin 13.22%; ROIC 4.32%.",
          "source_id": "E2751",
          "timestamp": "2026-07-30T13:41:29.265913+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Woodward, Inc. designs, manufactures, and services control solutions for the aerospace and industrial markets worldwide. It operates through two segments, Aerospace and Industrial. The Aerospace segment offers fuel pumps, metering units, actuators, air valves, specialty valves,...",
        "gross_margin": "31.53%",
        "health_score": null,
        "market_cap": "$21.79B",
        "name": "Woodward, Inc.",
        "net_margin": "13.22%",
        "pe_ratio": "38.39",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$4.19B",
        "roic": "4.32%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/wwd/",
        "ticker": "WWD",
        "timestamp": "2026-07-30T13:41:29.265913+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -11.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 385.42 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "WWD",
        "timestamp": "2026-07-30T13:41:25+00:00",
        "price": 347.27,
        "previous_close": 385.42,
        "change": -38.150000000000034,
        "change_pct": -0.09898292771521988,
        "change_5d_pct": -0.15698888687219648,
        "change_20d_pct": -0.17499345249203335,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/WWD?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakdown_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 2,
        "price_action": 23,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 59,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0340",
        "E1834",
        "E1835",
        "E1836",
        "E1837",
        "E2751"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "WWD",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：QCT部门销售Snapdragon手机SoC、5G基带、射频前端、Wi-Fi、蓝牙、边缘AI和计算芯片；汽车业务提供数字座舱、车联网、ADAS和智能驾驶平台，IoT覆盖工业、XR、PC和边缘设备；QTL部门基于3G、4G、5G等专利组合向手机和设备厂商收取授权费。行业地位：高端Android移动平台和蜂窝基带领域领先，专利授权利润率高。关键变量包括高端Android周期、Apple自研基带替代节奏、中国手机厂商需求、汽车设计定点转量产、边缘AI芯片竞争、台积电先进制程供应和专利授权争议。",
      "core_catalyst": "SEC 10-Q filing: 10-Q 2026-06-28",
      "evidence_summary": "QCOM moved -5.5% in the latest session, -6.3% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0870.",
      "facts": [
        {
          "claim": "QCOM moved -5.5% in the latest session, -6.3% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0063",
          "timestamp": "2026-07-30T00:00:00+00:00"
        },
        {
          "claim": "SEC 10-Q filing: 10-Q 2026-06-28",
          "source_id": "E0870",
          "timestamp": "2026-07-29T16:02:50+00:00"
        },
        {
          "claim": "SEC 8-K filing: 8-K 2026-07-29",
          "source_id": "E0871",
          "timestamp": "2026-07-29T16:01:35+00:00"
        },
        {
          "claim": "RBC Cuts Price Target on QUALCOMM to $160 From $250, Keeps Sector Perform Rating",
          "source_id": "E0872",
          "timestamp": "2026-07-30T13:04:06+00:00"
        },
        {
          "claim": "Evercore ISI Adjusts QUALCOMM Price Target to $159 From $179, Maintains In Line Rating",
          "source_id": "E0873",
          "timestamp": "2026-07-30T12:13:07+00:00"
        },
        {
          "claim": "Qualcomm Q3 2026 earnings: profit drops 25% on higher costs",
          "source_id": "E0874",
          "timestamp": "2026-07-30T12:05:21+00:00"
        },
        {
          "claim": "Qualcomm Has Huge News for Apple",
          "source_id": "E0875",
          "timestamp": "2026-07-30T12:36:50+00:00"
        },
        {
          "claim": "QCOM fundamentals snapshot: PE 17.77; market cap/assets $164.55B; revenue scale $44.07B; revenue QoQ -6.15%; revenue YoY 1.88%; gross margin 53.05%; net margin 20.13%; ROIC 17.81%; engine score health 45.44 / valuation 85.71.",
          "source_id": "E2752",
          "timestamp": "2026-07-29T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "QUALCOMM Incorporated engages in the development and commercialization of foundational technologies for the wireless industry worldwide. It operates through three segments: Qualcomm CDMA Technologies (QCT); Qualcomm Technology Licensing (QTL); and Qualcomm Strategic Initiatives...",
        "gross_margin": "53.05%",
        "health_score": "45.44",
        "market_cap": "$164.55B",
        "name": "QUALCOMM Incorporated",
        "net_margin": "20.13%",
        "pe_ratio": "17.77",
        "revenue_growth_qoq": "-6.15%",
        "revenue_growth_yoy": "1.88%",
        "revenue_scale": "$44.07B",
        "roic": "17.81%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/qcom/",
        "ticker": "QCOM",
        "timestamp": "2026-07-29T00:00:00+00:00",
        "valuation_score": "85.71"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -6.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 155.68 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "QCOM",
        "timestamp": "2026-07-30T13:41:53+00:00",
        "price": 147.28,
        "previous_close": 155.68,
        "change": -8.400000000000006,
        "change_pct": -0.0539568345323741,
        "change_5d_pct": -0.13926714116854444,
        "change_20d_pct": -0.19041336036500978,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/QCOM?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakdown_20d",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_analyst",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 18,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 59,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0063",
        "E0870",
        "E0871",
        "E0872",
        "E0873",
        "E0874",
        "E0875",
        "E2752"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "QCOM",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "news",
      "attention_grade": "A",
      "business_summary": "业务：Taylor Morrison Home主要经营住宅开发、建造、销售或配套建材安装服务，收入取决于交付量、售价和土地储备。行业地位：Taylor Morrison Home是住宅建设赛道的重要参与者，可比/竞争公司包括D.R. Horton、PulteGroup、Lennar、NVR。关键变量主要是按揭利率、房屋库存、土地成本、订单取消率、毛利率和区域人口流入。",
      "core_catalyst": "Berkshire Hathaway Completes Taylor Morrison Acquisition",
      "evidence_summary": "TMHC moved +0.4% in the latest session, -0.3% relative to benchmark, with volume at 3.4x its 20-day average. Reliable catalyst source: E2666.",
      "facts": [
        {
          "claim": "TMHC moved +0.4% in the latest session, -0.3% relative to benchmark, with volume at 3.4x its 20-day average.",
          "source_id": "E0636",
          "timestamp": "2026-07-23T00:00:00+00:00"
        },
        {
          "claim": "Berkshire Hathaway Completes Taylor Morrison Acquisition",
          "source_id": "E2666",
          "timestamp": "2026-07-24T13:32:57+00:00"
        },
        {
          "claim": "Berkshire Hathaway Completes Acquisition of Taylor Morrison",
          "source_id": "E2667",
          "timestamp": "2026-07-24T13:00:00+00:00"
        },
        {
          "claim": "Taylor Morrison Home Shareholders Approve Berkshire Hathaway Merger",
          "source_id": "E2668",
          "timestamp": "2026-07-23T07:02:06+00:00"
        },
        {
          "claim": "Krystal Biotech to Join S&P MidCap 400, Replacing Taylor Morrison Home",
          "source_id": "E2669",
          "timestamp": "2026-07-20T21:38:01+00:00"
        },
        {
          "claim": "TMHC fundamentals snapshot: PE n/a; market cap/assets $5.55B; revenue scale n/a; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
          "source_id": "E2753",
          "timestamp": "2026-07-30T13:41:34.865808+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": null,
        "health_score": null,
        "market_cap": "$5.55B",
        "name": "Taylor Morrison Home Corporation",
        "net_margin": null,
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": null,
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "TMHC",
        "timestamp": "2026-07-30T13:41:34.865808+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -0.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 72.13 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "TMHC",
        "timestamp": "2026-07-23T20:03:59+00:00",
        "price": 72.45,
        "previous_close": 72.47,
        "change": -0.01999999999999602,
        "change_pct": -0.00027597626604103365,
        "change_5d_pct": 0.008070088093123928,
        "change_20d_pct": 0.012154207134538852,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/TMHC?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "volume_surge",
        "near_local_high",
        "breakout_20d",
        "event_news",
        "catalyst_mna",
        "event_news",
        "catalyst_mna",
        "event_news",
        "catalyst_mna",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 4,
        "price_action": 5,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 59,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 17
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0636",
        "E2666",
        "E2667",
        "E2668",
        "E2669",
        "E2753"
      ],
      "stage": "expanding",
      "theme": "volume-confirmed catalyst",
      "ticker": "TMHC",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：Carvana 通过线上平台销售二手车，配套车辆收购、检测整备、物流交付、融资和延保服务，经营核心是库存周转、毛利率、融资成本和履约效率。行业地位：美国二手车电商代表公司，商业模式弹性大，股价常受二手车价格、融资环境和单位经济模型变化影响。",
      "core_catalyst": "SEC 10-Q filing: 10-Q 2026-06-30",
      "evidence_summary": "CVNA moved -10.5% in the latest session, -11.3% relative to benchmark, with volume at 0.6x its 20-day average. Reliable catalyst source: E1128.",
      "facts": [
        {
          "claim": "CVNA moved -10.5% in the latest session, -11.3% relative to benchmark, with volume at 0.6x its 20-day average.",
          "source_id": "E0130",
          "timestamp": "2026-07-30T00:00:00+00:00"
        },
        {
          "claim": "SEC 10-Q filing: 10-Q 2026-06-30",
          "source_id": "E1128",
          "timestamp": "2026-07-29T16:11:13+00:00"
        },
        {
          "claim": "SEC 8-K filing: 8-K 2026-07-29",
          "source_id": "E1129",
          "timestamp": "2026-07-29T16:05:47+00:00"
        },
        {
          "claim": "Carvana stock tumbles as full-year guidance disappoints despite record quarter",
          "source_id": "E1130",
          "timestamp": "2026-07-30T12:54:21+00:00"
        },
        {
          "claim": "RBC Cuts Price Target on Carvana to $82 From $85, Keeps Outperform Rating",
          "source_id": "E1131",
          "timestamp": "2026-07-30T12:17:48+00:00"
        },
        {
          "claim": "Citigroup Adjusts Price Target on Carvana to $90 From $93, Maintains Buy Rating",
          "source_id": "E1132",
          "timestamp": "2026-07-30T11:04:30+00:00"
        },
        {
          "claim": "Barclays Adjusts Price Target on Carvana to $93 From $94, Maintains Overweight Rating",
          "source_id": "E1133",
          "timestamp": "2026-07-30T11:04:25+00:00"
        },
        {
          "claim": "CVNA fundamentals snapshot: PE 32.75; market cap/assets $65.38B; revenue scale $25.06B; revenue QoQ 14.68%; revenue YoY 53.98%; gross margin 18.76%; net margin 4.20%; ROIC 15.37%; engine score health 59.60 / valuation n/a.",
          "source_id": "E2754",
          "timestamp": "2026-07-29T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Carvana Co., together with its subsidiaries, operates an e-commerce platform for buying and selling used cars. It provides vehicle acquisition, inspection and reconditioning, online search and shopping experience, financing, complementary products, logistics network and distinct...",
        "gross_margin": "18.76%",
        "health_score": "59.60",
        "market_cap": "$65.38B",
        "name": "Carvana Co.",
        "net_margin": "4.20%",
        "pe_ratio": "32.75",
        "revenue_growth_qoq": "14.68%",
        "revenue_growth_yoy": "53.98%",
        "revenue_scale": "$25.06B",
        "roic": "15.37%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cvna/",
        "ticker": "CVNA",
        "timestamp": "2026-07-29T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -11.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 66.32 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "CVNA",
        "timestamp": "2026-07-30T13:41:53+00:00",
        "price": 59.39,
        "previous_close": 66.33,
        "change": -6.939999999999998,
        "change_pct": -0.10462837328508967,
        "change_5d_pct": -0.0132912218800747,
        "change_20d_pct": -0.12494478272301368,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/CVNA?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 4,
        "price_action": 16,
        "price_confirmation": 3,
        "risk_reward": 2,
        "time_sensitivity": 3,
        "total": 58,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 5
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0130",
        "E1128",
        "E1129",
        "E1130",
        "E1131",
        "E1132",
        "E1133",
        "E2754"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "CVNA",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：FTAI Aviation主要经营设备、轨道车辆、航空资产、车队或工业资产租赁与服务。行业地位：FTAI Aviation是租赁服务赛道的重要公司，可比/竞争公司包括United Rentals、Ryder System、GATX。关键变量主要是租赁利用率、二手残值、资本开支、融资成本、工业和航空需求。",
      "core_catalyst": "FTAI Aviation (FTAI) Reported Mixed Earnings And Raised Its Dividend, Is It A Bargain?",
      "evidence_summary": "FTAI moved -7.5% in the latest session, -8.3% relative to benchmark, with volume at 0.5x its 20-day average. Reliable catalyst source: E1742.",
      "facts": [
        {
          "claim": "FTAI moved -7.5% in the latest session, -8.3% relative to benchmark, with volume at 0.5x its 20-day average.",
          "source_id": "E0314",
          "timestamp": "2026-07-30T00:00:00+00:00"
        },
        {
          "claim": "FTAI Aviation (FTAI) Reported Mixed Earnings And Raised Its Dividend, Is It A Bargain?",
          "source_id": "E1742",
          "timestamp": "2026-07-30T13:10:34+00:00"
        },
        {
          "claim": "FTAI Aviation (FTAI) Lags Q2 Earnings Estimates",
          "source_id": "E1743",
          "timestamp": "2026-07-29T22:25:10+00:00"
        },
        {
          "claim": "FTAI Aviation: Q2 Earnings Snapshot",
          "source_id": "E1744",
          "timestamp": "2026-07-29T20:57:28+00:00"
        },
        {
          "claim": "FTAI Aviation (NASDAQ:FTAI) Beats Q2 CY2026 Sales Expectations But Stock Drops 19.4%",
          "source_id": "E1745",
          "timestamp": "2026-07-29T20:50:56+00:00"
        },
        {
          "claim": "FTAI fundamentals snapshot: PE 39.55; market cap/assets $25.07B; revenue scale $3.11B; revenue QoQ n/a; revenue YoY n/a; gross margin 33.29%; net margin 13.13%; ROIC 4.63%.",
          "source_id": "E2755",
          "timestamp": "2026-07-30T13:41:35.344784+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "FTAI Aviation Ltd. owns, acquires, and sells aviation equipment for the transportation of goods and people worldwide. It operates in two segments, Aviation Leasing and Aerospace Products. The Aviation Leasing segment owns, leases, manages, and sells aircraft and aircraft engines...",
        "gross_margin": "33.29%",
        "health_score": null,
        "market_cap": "$25.07B",
        "name": "FTAI Aviation Ltd.",
        "net_margin": "13.13%",
        "pe_ratio": "39.55",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$3.11B",
        "roic": "4.63%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ftai/",
        "ticker": "FTAI",
        "timestamp": "2026-07-30T13:41:35.344784+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -8.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 197.37 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "FTAI",
        "timestamp": "2026-07-30T13:41:52+00:00",
        "price": 185.0,
        "previous_close": 197.37,
        "change": -12.370000000000005,
        "change_pct": -0.06267416527334446,
        "change_5d_pct": -0.14671831519207035,
        "change_20d_pct": -0.29343463511602175,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/FTAI?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "near_local_low",
        "breakdown_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 3,
        "price_action": 20,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 57,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 2
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0314",
        "E1742",
        "E1743",
        "E1744",
        "E1745",
        "E2755"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "FTAI",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：Sanofi主要经营免疫、疫苗、罕见病和消费者健康相关药物，收入来自全球处方药销售。行业地位：Sanofi是综合制药赛道的超核心公司，可比/竞争公司包括Bristol-Myers Squibb、GSK。关键变量主要是核心药品增长、专利到期、临床管线、监管审批、定价压力和并购补线。",
      "core_catalyst": "Sanofi Q2 Earnings Call Highlights",
      "evidence_summary": "SNY moved -7.2% in the latest session, -7.9% relative to benchmark, with volume at 0.4x its 20-day average. Reliable catalyst source: E1028.",
      "facts": [
        {
          "claim": "SNY moved -7.2% in the latest session, -7.9% relative to benchmark, with volume at 0.4x its 20-day average.",
          "source_id": "E0104",
          "timestamp": "2026-07-30T00:00:00+00:00"
        },
        {
          "claim": "Sanofi Q2 Earnings Call Highlights",
          "source_id": "E1028",
          "timestamp": "2026-07-30T13:04:10+00:00"
        },
        {
          "claim": "Sanofi Q2 Business Earnings, Sales Rise; Raises 2026 Sales Guidance",
          "source_id": "E1029",
          "timestamp": "2026-07-30T09:06:46+00:00"
        },
        {
          "claim": "Sanofi Raises Guidance as New CEO Looks to Revamp Drug Pipeline",
          "source_id": "E1030",
          "timestamp": "2026-07-30T05:44:00+00:00"
        },
        {
          "claim": "SNY fundamentals snapshot: PE 24.18; market cap/assets $104.43B; revenue scale $55.89B; revenue QoQ n/a; revenue YoY n/a; gross margin 75.47%; net margin 3.14%; ROIC 0.55%.",
          "source_id": "E2756",
          "timestamp": "2026-07-30T13:41:35.844425+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Sanofi engages in the research, development, manufacture, and marketing of therapeutic solutions. It provides immunology and inflammation, rare diseases neurology, oncology, and other vaccines. It also offers poliomyelitis, pertussis, and haemophilus influenzae type b (Hib) pedi...",
        "gross_margin": "75.47%",
        "health_score": null,
        "market_cap": "$104.43B",
        "name": "Sanofi",
        "net_margin": "3.14%",
        "pe_ratio": "24.18",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$55.89B",
        "roic": "0.55%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sny/",
        "ticker": "SNY",
        "timestamp": "2026-07-30T13:41:35.844425+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -7.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 44.85 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "SNY",
        "timestamp": "2026-07-30T13:41:48+00:00",
        "price": 41.54,
        "previous_close": 44.85,
        "change": -3.3100000000000023,
        "change_pct": -0.07380156075808253,
        "change_5d_pct": -0.04197418322722679,
        "change_20d_pct": -0.0021619280760520887,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/SNY?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "near_local_low",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 20,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 57,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 2
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0104",
        "E1028",
        "E1029",
        "E1030",
        "E2756"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "SNY",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "A",
      "business_summary": "业务：C.H. Robinson 是第三方物流公司，核心业务是连接托运人与承运人，提供卡车货运经纪、全球货代、海空运代理和供应链管理服务。行业地位：北美货运经纪龙头之一，业绩受货运景气、运价价差、客户出货量和数字化调度效率影响。",
      "core_catalyst": "SEC 8-K filing: 8-K 2026-07-29",
      "evidence_summary": "CHRW moved -11.3% in the latest session, -12.0% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1884.",
      "facts": [
        {
          "claim": "CHRW moved -11.3% in the latest session, -12.0% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0353",
          "timestamp": "2026-07-30T00:00:00+00:00"
        },
        {
          "claim": "SEC 8-K filing: 8-K 2026-07-29",
          "source_id": "E1884",
          "timestamp": "2026-07-29T16:36:02+00:00"
        },
        {
          "claim": "Citigroup Adjusts Price Target on C.H. Robinson Worldwide to $196 From $204, Maintains Neutral Rating",
          "source_id": "E1885",
          "timestamp": "2026-07-30T10:50:51+00:00"
        },
        {
          "claim": "Stephens Adjusts PT on C.H. Robinson Worldwide to $215 From $225, Maintains Overweight Rating",
          "source_id": "E1886",
          "timestamp": "2026-07-30T10:50:45+00:00"
        },
        {
          "claim": "TD Cowen Adjusts Price Target on C.H. Robinson Worldwide to $152 From $155, Maintains Hold Rating",
          "source_id": "E1887",
          "timestamp": "2026-07-30T10:50:38+00:00"
        },
        {
          "claim": "Evercore ISI Adjusts PT on C.H. Robinson Worldwide to $237 From $224, Maintains Outperform Rating",
          "source_id": "E1888",
          "timestamp": "2026-07-30T10:50:32+00:00"
        },
        {
          "claim": "CHRW fundamentals snapshot: PE 32.42; market cap/assets $20.53B; revenue scale $17.00B; revenue QoQ 22.95%; revenue YoY -0.09%; gross margin -6.24%; net margin 3.79%; ROIC 14.27%; engine score health 33.24 / valuation 30.56.",
          "source_id": "E2757",
          "timestamp": "2026-07-29T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "C.H. Robinson Worldwide, Inc., together with its subsidiaries, provides freight transportation and related logistics and supply chain services in the United States and internationally. It operates in two segments, North American Surface Transportation and Global Forwarding. The...",
        "gross_margin": "-6.24%",
        "health_score": "33.24",
        "market_cap": "$20.53B",
        "name": "C.H. Robinson Worldwide, Inc.",
        "net_margin": "3.79%",
        "pe_ratio": "32.42",
        "revenue_growth_qoq": "22.95%",
        "revenue_growth_yoy": "-0.09%",
        "revenue_scale": "$17.00B",
        "roic": "14.27%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/chrw/",
        "ticker": "CHRW",
        "timestamp": "2026-07-29T00:00:00+00:00",
        "valuation_score": "30.56"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -12.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 173.75 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "CHRW",
        "timestamp": "2026-07-30T13:41:53+00:00",
        "price": 155.335,
        "previous_close": 173.75,
        "change": -18.414999999999992,
        "change_pct": -0.10598561151079133,
        "change_5d_pct": -0.24414868302264947,
        "change_20d_pct": -0.18787579583713565,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/CHRW?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "near_local_low",
        "breakdown_20d",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 3,
        "expectation_gap": 1,
        "price_action": 23,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 56,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 1
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0353",
        "E1884",
        "E1885",
        "E1886",
        "E1887",
        "E1888",
        "E2757"
      ],
      "stage": "late",
      "theme": "regulatory or policy catalyst",
      "ticker": "CHRW",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：Tradeweb Markets主要经营投行、券商、交易平台、做市、财富顾问、数字资产或资本市场基础设施服务。行业地位：Tradeweb Markets是资本市场服务赛道的重要公司，可比/竞争公司包括Raymond James Financial、Circle Internet Group、LPL Financial Holdings、Futu Holdings。关键变量主要是交易活跃度、IPO和并购周期、利率波动、资产价格、监管政策和客户资产规模。",
      "core_catalyst": "Tradeweb Markets' Q2 Adjusted Earnings, Revenue Rise",
      "evidence_summary": "TW moved -10.3% in the latest session, -11.0% relative to benchmark, with volume at 0.5x its 20-day average. Reliable catalyst source: E1798.",
      "facts": [
        {
          "claim": "TW moved -10.3% in the latest session, -11.0% relative to benchmark, with volume at 0.5x its 20-day average.",
          "source_id": "E0328",
          "timestamp": "2026-07-30T00:00:00+00:00"
        },
        {
          "claim": "Tradeweb Markets' Q2 Adjusted Earnings, Revenue Rise",
          "source_id": "E1798",
          "timestamp": "2026-07-30T11:19:30+00:00"
        },
        {
          "claim": "Tradeweb: Q2 Earnings Snapshot",
          "source_id": "E1799",
          "timestamp": "2026-07-30T11:12:19+00:00"
        },
        {
          "claim": "Tradeweb Reports Second Quarter 2026 Financial Results",
          "source_id": "E1800",
          "timestamp": "2026-07-30T11:00:00+00:00"
        },
        {
          "claim": "Tradeweb Markets (NASDAQ:TW) Posts Q2 CY2026 Sales In Line With Estimates",
          "source_id": "E1801",
          "timestamp": "2026-07-30T11:55:50+00:00"
        },
        {
          "claim": "TW fundamentals snapshot: PE 23.32; market cap/assets $23.49B; revenue scale $2.20B; revenue QoQ n/a; revenue YoY n/a; gross margin 100.00%; net margin 36.98%; ROIC 3.43%.",
          "source_id": "E2758",
          "timestamp": "2026-07-30T13:41:36.136319+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Tradeweb Markets Inc. builds and operates electronic marketplaces in the United States and internationally. The company offers marketplaces that facilitate trading products across various asset classes, including rates, credit, equities, and money markets. It also provides pre-t...",
        "gross_margin": "100.00%",
        "health_score": null,
        "market_cap": "$23.49B",
        "name": "Tradeweb Markets Inc.",
        "net_margin": "36.98%",
        "pe_ratio": "23.32",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$2.20B",
        "roic": "3.43%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/tw/",
        "ticker": "TW",
        "timestamp": "2026-07-30T13:41:36.136319+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -11.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 108.18 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "TW",
        "timestamp": "2026-07-30T13:41:52+00:00",
        "price": 97.735,
        "previous_close": 108.18,
        "change": -10.445000000000007,
        "change_pct": -0.09655204289147723,
        "change_5d_pct": -0.021132767739058478,
        "change_20d_pct": -0.0369986988157186,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/TW?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 4,
        "price_action": 19,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 56,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 2
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0328",
        "E1798",
        "E1799",
        "E1800",
        "E1801",
        "E2758"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "TW",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Vertiv 向数据中心和通信机房提供电力、配电、UPS、机柜、热管理、液冷和运维服务，是 AI 数据中心建设链条的重要设备供应商。行业地位：数据中心电力和散热基础设施核心公司之一，变量是 AI 资本开支、液冷渗透和大型客户订单。",
      "core_catalyst": "SEC 10-Q filing: 10-Q 2026-06-30",
      "evidence_summary": "VRT moved +6.4% in the latest session, +5.6% relative to benchmark, with volume at 0.3x its 20-day average. Reliable catalyst source: E0953.",
      "facts": [
        {
          "claim": "VRT moved +6.4% in the latest session, +5.6% relative to benchmark, with volume at 0.3x its 20-day average.",
          "source_id": "E0086",
          "timestamp": "2026-07-30T00:00:00+00:00"
        },
        {
          "claim": "SEC 10-Q filing: 10-Q 2026-06-30",
          "source_id": "E0953",
          "timestamp": "2026-07-29T16:08:23+00:00"
        },
        {
          "claim": "SEC 8-K filing: 8-K 2026-07-29",
          "source_id": "E0954",
          "timestamp": "2026-07-29T06:01:57+00:00"
        },
        {
          "claim": "RBC Cuts Price Target on Vertiv Holdings to $337 From $418, Keeps Outperform Rating",
          "source_id": "E0955",
          "timestamp": "2026-07-30T13:23:31+00:00"
        },
        {
          "claim": "VRT Stock Heads For Worst Week In 4 Years After Revenue Miss – But This Analyst Still Sees 68% Upside As CEO Defends AI Demand",
          "source_id": "E0956",
          "timestamp": "2026-07-30T08:17:33+00:00"
        },
        {
          "claim": "Vertiv Earnings Beat Estimates. Why the Stock Is Falling.",
          "source_id": "E0957",
          "timestamp": "2026-07-29T20:13:00+00:00"
        },
        {
          "claim": "Vertiv, SoFi, GE HealthCare, Micron, SK Hynix, Garmin, and More Stocks That Explain Today’s Market",
          "source_id": "E0958",
          "timestamp": "2026-07-29T21:12:00+00:00"
        },
        {
          "claim": "VRT fundamentals snapshot: PE 49.57; market cap/assets $85.86B; revenue scale $11.48B; revenue QoQ 23.58%; revenue YoY 26.23%; gross margin 37.71%; net margin 15.20%; ROIC 13.81%; engine score health 71.55 / valuation 11.11.",
          "source_id": "E2759",
          "timestamp": "2026-07-29T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Vertiv Holdings Co designs, manufactures, and services critical digital infrastructure technologies and life cycle services for data centers, communication networks, and commercial and industrial environments in the Americas, the Asia Pacific, Europe, the Middle East, and Africa...",
        "gross_margin": "37.71%",
        "health_score": "71.55",
        "market_cap": "$85.86B",
        "name": "Vertiv Holdings Co",
        "net_margin": "15.20%",
        "pe_ratio": "49.57",
        "revenue_growth_qoq": "23.58%",
        "revenue_growth_yoy": "26.23%",
        "revenue_scale": "$11.48B",
        "roic": "13.81%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/vrt/",
        "ticker": "VRT",
        "timestamp": "2026-07-29T00:00:00+00:00",
        "valuation_score": "11.11"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +5.6% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 223.04 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "VRT",
        "timestamp": "2026-07-30T13:41:53+00:00",
        "price": 235.37,
        "previous_close": 223.09,
        "change": 12.280000000000001,
        "change_pct": 0.055045049083329634,
        "change_5d_pct": -0.22585846143592603,
        "change_20d_pct": -0.24420400150480992,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/VRT?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "regular_open_gap_up_gt_7pct",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 2,
        "price_action": 15,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 56,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0086",
        "E0953",
        "E0954",
        "E0955",
        "E0956",
        "E0957",
        "E0958",
        "E2759"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "VRT",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：MKS主要经营电子制造、光学器件、传感器、连接器、测试仪器、工程硬件或精密部件。行业地位：MKS是硬件设备与零部件赛道的重要参与者，可比/竞争公司包括Corning、Keysight Technologies、TE Connectivity、Coherent。关键变量主要是AI和通信需求、工业资本开支、订单周期、客户认证、库存去化和毛利率。",
      "core_catalyst": "MKS (MKSI) Reports Next Week: Wall Street Expects Earnings Growth",
      "evidence_summary": "MKSI moved +12.3% in the latest session, +11.5% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E1917.",
      "facts": [
        {
          "claim": "MKSI moved +12.3% in the latest session, +11.5% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0362",
          "timestamp": "2026-07-30T00:00:00+00:00"
        },
        {
          "claim": "MKS (MKSI) Reports Next Week: Wall Street Expects Earnings Growth",
          "source_id": "E1917",
          "timestamp": "2026-07-29T14:00:41+00:00"
        },
        {
          "claim": "MKS (MKSI) Gains from Surging Demand for High Band Memory (HBM)",
          "source_id": "E1918",
          "timestamp": "2026-07-27T15:00:45+00:00"
        },
        {
          "claim": "MKSI: Lowering target price to $340.00",
          "source_id": "E1919",
          "timestamp": "2026-07-29T00:00:00+00:00"
        },
        {
          "claim": "MKSI fundamentals snapshot: PE 60.33; market cap/assets $19.37B; revenue scale $4.07B; revenue QoQ n/a; revenue YoY n/a; gross margin 47.03%; net margin 7.79%; ROIC 1.88%.",
          "source_id": "E2760",
          "timestamp": "2026-07-30T13:41:38.496306+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "MKS Inc. provides foundational technology solutions to semiconductor manufacturing, electronics and packaging, and specialty industrial applications in the United States, China, South Korea, Japan, Taiwan, Singapore, and internationally. The company operates through Vacuum Solut...",
        "gross_margin": "47.03%",
        "health_score": null,
        "market_cap": "$19.37B",
        "name": "MKS Inc.",
        "net_margin": "7.79%",
        "pe_ratio": "60.33",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$4.07B",
        "roic": "1.88%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mksi/",
        "ticker": "MKSI",
        "timestamp": "2026-07-30T13:41:38.496306+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +11.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 257.61 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "MKSI",
        "timestamp": "2026-07-30T13:41:40+00:00",
        "price": 289.5,
        "previous_close": 257.61,
        "change": 31.889999999999986,
        "change_pct": 0.12379177826947707,
        "change_5d_pct": -0.16159858026529883,
        "change_20d_pct": -0.2957060975615189,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/MKSI?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "regular_open_gap_up_gt_7pct",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 2,
        "price_action": 19,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 55,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0362",
        "E1917",
        "E1918",
        "E1919",
        "E2760"
      ],
      "stage": "expanding",
      "theme": "supply-demand mismatch",
      "ticker": "MKSI",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Carpenter Technology主要经营特种金属、焊接、铜管、金属制品或工业制造解决方案。行业地位：Carpenter Technology是金属制造赛道的重要公司，可比/竞争公司包括Mueller Industries、ESAB。关键变量主要是金属价格、航空和工业需求、订单周期、加工价差、库存和客户认证。",
      "core_catalyst": "Carpenter Technology Fiscal Q4 Adjusted Earnings, Net Sales Rise",
      "evidence_summary": "CRS moved -6.8% in the latest session, -7.5% relative to benchmark, with volume at 0.3x its 20-day average. Reliable catalyst source: E1823.",
      "facts": [
        {
          "claim": "CRS moved -6.8% in the latest session, -7.5% relative to benchmark, with volume at 0.3x its 20-day average.",
          "source_id": "E0336",
          "timestamp": "2026-07-30T00:00:00+00:00"
        },
        {
          "claim": "Carpenter Technology Fiscal Q4 Adjusted Earnings, Net Sales Rise",
          "source_id": "E1823",
          "timestamp": "2026-07-30T12:32:03+00:00"
        },
        {
          "claim": "Carpenter: Fiscal Q4 Earnings Snapshot",
          "source_id": "E1824",
          "timestamp": "2026-07-30T12:21:58+00:00"
        },
        {
          "claim": "Carpenter Technology Reports Fourth Quarter and Fiscal Year 2026 Results",
          "source_id": "E1825",
          "timestamp": "2026-07-30T12:00:00+00:00"
        },
        {
          "claim": "Curious about Carpenter (CRS) Q4 Performance? Explore Wall Street Estimates for Key Metrics",
          "source_id": "E1826",
          "timestamp": "2026-07-29T13:15:19+00:00"
        },
        {
          "claim": "CRS fundamentals snapshot: PE 55.86; market cap/assets $22.11B; revenue scale $3.03B; revenue QoQ n/a; revenue YoY n/a; gross margin 31.03%; net margin 17.20%; ROIC 6.01%.",
          "source_id": "E2761",
          "timestamp": "2026-07-30T13:41:39.659008+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Carpenter Technology Corporation engages in the manufacture, fabrication, and distribution of specialty metals in the United States, Europe, the Asia Pacific, Mexico, Canada, and internationally. It operates in two segments, Specialty Alloys Operations and Performance Engineered...",
        "gross_margin": "31.03%",
        "health_score": null,
        "market_cap": "$22.11B",
        "name": "Carpenter Technology Corporation",
        "net_margin": "17.20%",
        "pe_ratio": "55.86",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$3.03B",
        "roic": "6.01%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crs/",
        "ticker": "CRS",
        "timestamp": "2026-07-30T13:41:39.659008+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -7.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 530.62 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "CRS",
        "timestamp": "2026-07-30T13:41:28+00:00",
        "price": 495.57,
        "previous_close": 530.175,
        "change": -34.60499999999996,
        "change_pct": -0.0652709011175554,
        "change_5d_pct": -0.1761644809956866,
        "change_20d_pct": -0.1878031634129953,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/CRS?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakdown_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 2,
        "price_action": 19,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 55,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0336",
        "E1823",
        "E1824",
        "E1825",
        "E1826",
        "E2761"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "CRS",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "news",
      "attention_grade": "B",
      "business_summary": "业务：GE Vernova为公用事业、独立发电商、工业客户和政府提供燃气轮机、核电相关技术、水电、蒸汽发电、风机叶片和风电整机、电网自动化、高压设备、变压器、电力转换、储能、太阳能解决方案和电力软件。收入来自新设备销售、项目交付、长期服务协议、备件、维修升级和电网数字化。行业地位：公司在燃气轮机、电力服务、美国陆上风电和电网设备中拥有重要装机基础，是电气化和电力可靠性投资的直接受益者。关键变量包括数据中心和工业用电增长、燃气轮机订单与交付槽位、电网资本开支、风电项目利润修复、质保和执行风险、IRA等政策支持、利率对可再生项目的影响、供应链和大件设备产能。",
      "core_catalyst": "President Capital Raises GE Vernova Price Target to $1,398 From $1,368, Maintains Buy Rating",
      "evidence_summary": "GEV moved +7.0% in the latest session, +6.3% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0786.",
      "facts": [
        {
          "claim": "GEV moved +7.0% in the latest session, +6.3% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0042",
          "timestamp": "2026-07-30T00:00:00+00:00"
        },
        {
          "claim": "President Capital Raises GE Vernova Price Target to $1,398 From $1,368, Maintains Buy Rating",
          "source_id": "E0786",
          "timestamp": "2026-07-29T13:42:04+00:00"
        },
        {
          "claim": "GE Vernova Wins Contract to Modernise Dinorwig Hydropower Plant in Wales",
          "source_id": "E0787",
          "timestamp": "2026-07-28T12:36:19+00:00"
        },
        {
          "claim": "GE Vernova Inc. (GEV) Is a Trending Stock: Facts to Know Before Betting on It",
          "source_id": "E0788",
          "timestamp": "2026-07-29T13:00:07+00:00"
        },
        {
          "claim": "GE Vernova (GEV) Deploys AirJoule Water System At Frontier Campus",
          "source_id": "E0789",
          "timestamp": "2026-07-28T18:07:26+00:00"
        },
        {
          "claim": "GEV fundamentals snapshot: PE 25.16; market cap/assets $239.77B; revenue scale $41.37B; revenue QoQ 18.90%; revenue YoY 12.96%; gross margin 21.26%; net margin 6.02%; ROIC 2.23%; engine score health 55.80 / valuation 63.89.",
          "source_id": "E2762",
          "timestamp": "2026-07-29T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "21.26%",
        "health_score": "55.80",
        "market_cap": "$239.77B",
        "name": "GE Vernova Inc.",
        "net_margin": "6.02%",
        "pe_ratio": "25.16",
        "revenue_growth_qoq": "18.90%",
        "revenue_growth_yoy": "12.96%",
        "revenue_scale": "$41.37B",
        "roic": "2.23%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "GEV",
        "timestamp": "2026-07-29T00:00:00+00:00",
        "valuation_score": "63.89"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +6.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 900.28 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "GEV",
        "timestamp": "2026-07-30T13:41:52+00:00",
        "price": 966.195,
        "previous_close": 900.2,
        "change": 65.995,
        "change_pct": 0.07331148633636975,
        "change_5d_pct": -0.0630290684542707,
        "change_20d_pct": -0.1482390613171024,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/GEV?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_contract_order",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 15,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 55,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0042",
        "E0786",
        "E0787",
        "E0788",
        "E0789",
        "E2762"
      ],
      "stage": "expanding",
      "theme": "catalyst attention signal",
      "ticker": "GEV",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：WESCO International主要经营工业品、建材、暖通、泳池、景观、MRO或电气产品分销，服务承包商和企业客户。行业地位：WESCO International是工业分销赛道的重要参与者，可比/竞争公司包括W.W. Grainger、Fastenal、Ferguson、Watsco。关键变量主要是工业活动、住宅维修、价格传导、库存周转、分销网络密度和并购整合。",
      "core_catalyst": "Wesco International Beats Second-Quarter Expectations as Data Center Business Accelerates",
      "evidence_summary": "WCC moved +12.6% in the latest session, +11.9% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E2004.",
      "facts": [
        {
          "claim": "WCC moved +12.6% in the latest session, +11.9% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0389",
          "timestamp": "2026-07-30T00:00:00+00:00"
        },
        {
          "claim": "Wesco International Beats Second-Quarter Expectations as Data Center Business Accelerates",
          "source_id": "E2004",
          "timestamp": "2026-07-30T12:47:03+00:00"
        },
        {
          "claim": "Wesco International (WCC) Tops Q2 Earnings and Revenue Estimates",
          "source_id": "E2005",
          "timestamp": "2026-07-30T11:20:02+00:00"
        },
        {
          "claim": "Wesco International Q2 Adjusted Earnings, Revenue Rise",
          "source_id": "E2006",
          "timestamp": "2026-07-30T10:18:50+00:00"
        },
        {
          "claim": "WESCO (NYSE:WCC) Reports Upbeat Q2 CY2026",
          "source_id": "E2007",
          "timestamp": "2026-07-30T10:14:42+00:00"
        },
        {
          "claim": "WCC fundamentals snapshot: PE 21.39; market cap/assets $17.09B; revenue scale $25.01B; revenue QoQ n/a; revenue YoY n/a; gross margin 21.85%; net margin 3.14%; ROIC 2.77%.",
          "source_id": "E2763",
          "timestamp": "2026-07-30T13:41:40.046061+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "WESCO International, Inc. provides business-to-business distribution, logistics services, and supply chain solutions in the United States, Canada, and internationally. It operates through three segments: Electrical & Electronic Solutions (EES), Communications & Security Solution...",
        "gross_margin": "21.85%",
        "health_score": null,
        "market_cap": "$17.09B",
        "name": "WESCO International, Inc.",
        "net_margin": "3.14%",
        "pe_ratio": "21.39",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$25.01B",
        "roic": "2.77%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/wcc/",
        "ticker": "WCC",
        "timestamp": "2026-07-30T13:41:40.046061+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +11.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 309.36 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "WCC",
        "timestamp": "2026-07-30T13:41:48+00:00",
        "price": 348.592,
        "previous_close": 309.36,
        "change": 39.23199999999997,
        "change_pct": 0.12681665373674678,
        "change_5d_pct": 0.054230920399476856,
        "change_20d_pct": 0.08693838448381275,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/WCC?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakout_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 4,
        "price_action": 22,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 54,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 0
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0389",
        "E2004",
        "E2005",
        "E2006",
        "E2007",
        "E2763"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "WCC",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：TAL Education Group主要经营教育科技和学习服务，覆盖素质教育、在线学习和相关教育内容。行业地位：TAL Education Group是教育培训赛道的重要参与者，可比/竞争公司包括New Oriental Education & Technology Group。关键变量主要是招生增长、监管政策、获客成本、课程供给、续费率和消费教育支出。",
      "core_catalyst": "TAL Education Fiscal Q1 Non-GAAP Earnings, Revenue Rise; Shares Up Pre-Bell",
      "evidence_summary": "TAL moved +9.0% in the latest session, +8.3% relative to benchmark, with volume at 0.6x its 20-day average. Reliable catalyst source: E2570.",
      "facts": [
        {
          "claim": "TAL moved +9.0% in the latest session, +8.3% relative to benchmark, with volume at 0.6x its 20-day average.",
          "source_id": "E0601",
          "timestamp": "2026-07-30T00:00:00+00:00"
        },
        {
          "claim": "TAL Education Fiscal Q1 Non-GAAP Earnings, Revenue Rise; Shares Up Pre-Bell",
          "source_id": "E2570",
          "timestamp": "2026-07-30T10:20:06+00:00"
        },
        {
          "claim": "TAL Education: Fiscal Q1 Earnings Snapshot",
          "source_id": "E2571",
          "timestamp": "2026-07-30T10:01:59+00:00"
        },
        {
          "claim": "TAL Education Group Announces Unaudited Financial Results for the First Fiscal Quarter Ended May 31, 2026",
          "source_id": "E2572",
          "timestamp": "2026-07-30T09:51:00+00:00"
        },
        {
          "claim": "TAL fundamentals snapshot: PE 6.78; market cap/assets $6.69B; revenue scale $3.19B; revenue QoQ n/a; revenue YoY n/a; gross margin 53.24%; net margin 30.40%; ROIC 9.34%.",
          "source_id": "E2764",
          "timestamp": "2026-07-30T13:41:39.990477+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "TAL Education Group provides smart learning solutions in the People’s Republic of China. It offers learning services through Xueersi Peiyou small classes, personalized premium services, and online course offerings. The company also develops and provides learning content solution...",
        "gross_margin": "53.24%",
        "health_score": null,
        "market_cap": "$6.69B",
        "name": "TAL Education Group",
        "net_margin": "30.40%",
        "pe_ratio": "6.78",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$3.19B",
        "roic": "9.34%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/tal/",
        "ticker": "TAL",
        "timestamp": "2026-07-30T13:41:39.990477+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +8.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 10.89 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "TAL",
        "timestamp": "2026-07-30T13:41:48+00:00",
        "price": 11.89,
        "previous_close": 10.875,
        "change": 1.0150000000000006,
        "change_pct": 0.09333333333333349,
        "change_5d_pct": 0.14990327123198122,
        "change_20d_pct": 0.18900000000000006,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/TAL?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakout_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 3,
        "price_action": 20,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 54,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 2
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0601",
        "E2570",
        "E2571",
        "E2572",
        "E2764"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "TAL",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Glaukos主要经营植入物、监测设备、外科器械、糖尿病设备、影像或专科医疗设备。行业地位：Glaukos是医疗器械赛道的重要参与者，可比/竞争公司包括Stryker、Medtronic、Edwards Lifesciences、Koninklijke Philips。关键变量主要是手术量、医院资本开支、新品获批、医生采用、毛利率和供应链成本。",
      "core_catalyst": "UBS Adjusts Price Target on Glaukos Corp to $172 From $150, Maintains Neutral Rating",
      "evidence_summary": "GKOS moved +7.6% in the latest session, +6.9% relative to benchmark, with volume at 0.3x its 20-day average. Reliable catalyst source: E2478.",
      "facts": [
        {
          "claim": "GKOS moved +7.6% in the latest session, +6.9% relative to benchmark, with volume at 0.3x its 20-day average.",
          "source_id": "E0571",
          "timestamp": "2026-07-30T00:00:00+00:00"
        },
        {
          "claim": "UBS Adjusts Price Target on Glaukos Corp to $172 From $150, Maintains Neutral Rating",
          "source_id": "E2478",
          "timestamp": "2026-07-30T12:59:48+00:00"
        },
        {
          "claim": "Truist Raises Price Target on Glaukos to $215 From $180, Keeps Buy Rating",
          "source_id": "E2479",
          "timestamp": "2026-07-30T11:06:24+00:00"
        },
        {
          "claim": "Needham Raises Price Target on Glaukos to $201 From $150, Keeps Buy Rating",
          "source_id": "E2480",
          "timestamp": "2026-07-30T11:01:28+00:00"
        },
        {
          "claim": "Glaukos Corp (GKOS) (Q2 2026) Earnings Call Highlights: Record Revenue Surge and Raised ...",
          "source_id": "E2481",
          "timestamp": "2026-07-30T05:03:24+00:00"
        },
        {
          "claim": "GKOS fundamentals snapshot: PE n/a; market cap/assets $7.81B; revenue scale $612.84M; revenue QoQ n/a; revenue YoY n/a; gross margin 81.67%; net margin -9.90%; ROIC -3.59%.",
          "source_id": "E2765",
          "timestamp": "2026-07-30T13:41:40.179134+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Glaukos Corporation, an ophthalmic pharmaceutical and medical technology company, develops therapies for the treatment of glaucoma, corneal disorders, and retinal diseases in the United States and internationally. It offers iStent and iStent inject W micro-bypass stents designed...",
        "gross_margin": "81.67%",
        "health_score": null,
        "market_cap": "$7.81B",
        "name": "Glaukos Corporation",
        "net_margin": "-9.90%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$612.84M",
        "roic": "-3.59%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/gkos/",
        "ticker": "GKOS",
        "timestamp": "2026-07-30T13:41:40.179134+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +6.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 161.66 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "GKOS",
        "timestamp": "2026-07-30T13:41:45+00:00",
        "price": 171.425,
        "previous_close": 161.08,
        "change": 10.344999999999999,
        "change_pct": 0.0642227464613856,
        "change_5d_pct": 0.12683227830072497,
        "change_20d_pct": 0.24609283181902697,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/GKOS?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakout_20d",
        "event_news",
        "catalyst_analyst",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 21,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 54,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 1
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0571",
        "E2478",
        "E2479",
        "E2480",
        "E2481",
        "E2765"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "GKOS",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：向芯片公司、手机厂商、云计算公司、汽车电子和IoT客户授权Arm CPU架构、Cortex核心、Mali图形、Ethos AI加速、互连、系统IP、物理IP、软件工具和Compute Subsystems；收入来自前期授权费、技术访问订阅和客户芯片出货后的版税；Arm本身不生产芯片，依靠生态伙伴完成SoC设计和制造。行业地位：移动处理器事实标准，并向数据中心、汽车和边缘AI扩张。关键变量包括智能手机出货、Armv9和高版税IP渗透率、云服务器采用、汽车电子设计定点、RISC-V竞争、客户集中度、Arm China治理和授权定价能力。",
      "core_catalyst": "SEC 6-K filing: 6-K 2026-06-30",
      "evidence_summary": "ARM moved +10.2% in the latest session, +9.4% relative to benchmark, with volume at 0.5x its 20-day average. Reliable catalyst source: E0833.",
      "facts": [
        {
          "claim": "ARM moved +10.2% in the latest session, +9.4% relative to benchmark, with volume at 0.5x its 20-day average.",
          "source_id": "E0053",
          "timestamp": "2026-07-30T00:00:00+00:00"
        },
        {
          "claim": "SEC 6-K filing: 6-K 2026-06-30",
          "source_id": "E0833",
          "timestamp": "2026-07-29T16:05:46+00:00"
        },
        {
          "claim": "SEC 6-K filing: 6-K 2026-07-29",
          "source_id": "E0834",
          "timestamp": "2026-07-29T16:02:28+00:00"
        },
        {
          "claim": "Arm Holdings Q1 FY2027 earnings beat estimates on AI demand",
          "source_id": "E0835",
          "timestamp": "2026-07-30T12:53:46+00:00"
        },
        {
          "claim": "UBS Adjusts ARM Price Target to $320 From $360, Maintains Buy Rating",
          "source_id": "E0836",
          "timestamp": "2026-07-30T12:47:48+00:00"
        },
        {
          "claim": "RBC Cuts Price Target on ARM Holdings to $340 From $475, Keeps Outperform Rating",
          "source_id": "E0837",
          "timestamp": "2026-07-30T12:02:41+00:00"
        },
        {
          "claim": "Memory Prices Hit Arm's Royalties as Stock Falls 4%",
          "source_id": "E0838",
          "timestamp": "2026-07-30T12:44:37+00:00"
        },
        {
          "claim": "ARM fundamentals snapshot: PE 265.69; market cap/assets $240.18B; revenue scale $4.92B; revenue QoQ 19.97%; revenue YoY 22.79%; gross margin 93.09%; net margin 21.01%; ROIC 8.42%; engine score health 60.00 / valuation 7.14.",
          "source_id": "E2766",
          "timestamp": "2026-07-29T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Arm Holdings plc researches, develops, licenses, and markets central processing unit (CPU) intellectual property (IP), graphics processing unit IP, systems IP, compute subsystems (CSS), and associated software, tools and related services. The company provides a product portfolio...",
        "gross_margin": "93.09%",
        "health_score": "60.00",
        "market_cap": "$240.18B",
        "name": "Arm Holdings plc American Depositary Shares",
        "net_margin": "21.01%",
        "pe_ratio": "265.69",
        "revenue_growth_qoq": "19.97%",
        "revenue_growth_yoy": "22.79%",
        "revenue_scale": "$4.92B",
        "roic": "8.42%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/arm/",
        "ticker": "ARM",
        "timestamp": "2026-07-29T00:00:00+00:00",
        "valuation_score": "7.14"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +9.4% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 224.89 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "ARM",
        "timestamp": "2026-07-30T13:41:51+00:00",
        "price": 246.42,
        "previous_close": 224.89,
        "change": 21.53,
        "change_pct": 0.09573569300546936,
        "change_5d_pct": -0.1293810325020176,
        "change_20d_pct": -0.2698017627977458,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ARM?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "regular_open_gap_up_gt_7pct",
        "gap_fade",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_analyst",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 3,
        "price_action": 16,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 54,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 5
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0053",
        "E0833",
        "E0834",
        "E0835",
        "E0836",
        "E0837",
        "E0838",
        "E2766"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "ARM",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Check Point Software Technologies主要提供网络安全、防火墙、云安全、终端安全和威胁防护解决方案。行业地位：Check Point Software Technologies是基础设施软件赛道的重要参与者，可比/竞争公司包括Cloudflare、CoreWeave、Block、VeriSign。关键变量主要是云和AI工作负载、网络安全预算、净留存率、算力成本、平台竞争和监管合规。",
      "core_catalyst": "Check Point Software (CHKP) Q2 Earnings Surpass Estimates",
      "evidence_summary": "CHKP moved -9.2% in the latest session, -9.9% relative to benchmark, with volume at 0.3x its 20-day average. Reliable catalyst source: E2246.",
      "facts": [
        {
          "claim": "CHKP moved -9.2% in the latest session, -9.9% relative to benchmark, with volume at 0.3x its 20-day average.",
          "source_id": "E0479",
          "timestamp": "2026-07-30T00:00:00+00:00"
        },
        {
          "claim": "Check Point Software (CHKP) Q2 Earnings Surpass Estimates",
          "source_id": "E2246",
          "timestamp": "2026-07-30T11:40:02+00:00"
        },
        {
          "claim": "Check Point Software Technologies Q2 Non-GAAP Earnings, Revenue Rise; Shares Fall Pre-Bell",
          "source_id": "E2247",
          "timestamp": "2026-07-30T11:20:00+00:00"
        },
        {
          "claim": "Check Point: Q2 Earnings Snapshot",
          "source_id": "E2248",
          "timestamp": "2026-07-30T10:38:49+00:00"
        },
        {
          "claim": "Check Point Revolutionizes the Firewall Market: New AI Network Firewall Closes the Network's AI Blind Spot -- Everywhere",
          "source_id": "E2249",
          "timestamp": "2026-07-30T10:30:00+00:00"
        },
        {
          "claim": "CHKP fundamentals snapshot: PE 14.32; market cap/assets $12.26B; revenue scale $2.76B; revenue QoQ n/a; revenue YoY n/a; gross margin 85.23%; net margin 28.77%; ROIC n/a.",
          "source_id": "E2767",
          "timestamp": "2026-07-30T13:41:40.889079+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Check Point Software Technologies Ltd. develops, markets, and supports a range of products and services for IT security worldwide. It provides a multilevel security architecture that defends enterprises’ cloud, network, mobile devices, endpoints information, and IOT solutions. T...",
        "gross_margin": "85.23%",
        "health_score": null,
        "market_cap": "$12.26B",
        "name": "Check Point Software Technologies Ltd.",
        "net_margin": "28.77%",
        "pe_ratio": "14.32",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$2.76B",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/chkp/",
        "ticker": "CHKP",
        "timestamp": "2026-07-30T13:41:40.889079+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -9.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 139.67 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "CHKP",
        "timestamp": "2026-07-30T13:41:41+00:00",
        "price": 126.8,
        "previous_close": 139.67,
        "change": -12.86999999999999,
        "change_pct": -0.09214577217727493,
        "change_5d_pct": 0.006269326643733031,
        "change_20d_pct": -0.05577476849055929,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/CHKP?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 4,
        "price_action": 18,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 54,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0479",
        "E2246",
        "E2247",
        "E2248",
        "E2249",
        "E2767"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "CHKP",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：阿斯麦向台积电、三星、英特尔、存储厂商和其他晶圆厂销售 EUV、High-NA EUV、DUV 光刻设备，并提供装机、维护、升级、备件、软件、量测和工艺优化服务。收入来自新设备销售、服务合同、升级包和成熟机型出货，关键资产包括极紫外光源、光学系统、精密运动控制、供应链协同和长期客户锁定。行业地位：阿斯麦在先进制程 EUV 光刻领域具备近乎不可替代的地位，是全球半导体扩产周期的关键瓶颈。影响经营与股价的变量包括先进制程资本开支、High-NA 导入节奏、客户订单和延期、出口管制、供应链交付能力、服务收入稳定性、存储复苏和中国 DUV 需求。",
      "core_catalyst": "Has ASML Holding (ENXTAM:ASML) Priced In Too Much AI Demand?",
      "evidence_summary": "ASML moved +5.7% in the latest session, +4.9% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0722.",
      "facts": [
        {
          "claim": "ASML moved +5.7% in the latest session, +4.9% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0027",
          "timestamp": "2026-07-30T00:00:00+00:00"
        },
        {
          "claim": "Has ASML Holding (ENXTAM:ASML) Priced In Too Much AI Demand?",
          "source_id": "E0722",
          "timestamp": "2026-07-29T09:09:17+00:00"
        },
        {
          "claim": "Threat Out of China Creeps Up on ASML: Is the Dip in the Stock Worth Buying?",
          "source_id": "E0723",
          "timestamp": "2026-07-29T08:15:00+00:00"
        },
        {
          "claim": "ASML's EUV Machines Are Becoming More Valuable Than Ever. Here's Why.",
          "source_id": "E0724",
          "timestamp": "2026-07-30T13:05:54+00:00"
        },
        {
          "claim": "ASML Holding (ASML) Looks Fully Valued After A 12% Pullback",
          "source_id": "E0725",
          "timestamp": "2026-07-29T19:09:47+00:00"
        },
        {
          "claim": "ASML fundamentals snapshot: PE 49.07; market cap/assets $595.37B; revenue scale $33.69B; revenue QoQ -9.79%; revenue YoY 37.68%; gross margin 52.98%; net margin 31.44%; ROIC 24.39%; engine score health 77.00 / valuation n/a.",
          "source_id": "E2768",
          "timestamp": "2026-06-23T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "ASML Holding N.V. provides lithography solutions for the development, production, marketing, sales, upgrading, and servicing of advanced semiconductor equipment systems. The company offers lithography, metrology, and inspection systems. It also provides extreme ultraviolet litho...",
        "gross_margin": "52.98%",
        "health_score": "77.00",
        "market_cap": "$595.37B",
        "name": "ASML Holding N.V.",
        "net_margin": "31.44%",
        "pe_ratio": "49.07",
        "revenue_growth_qoq": "-9.79%",
        "revenue_growth_yoy": "37.68%",
        "revenue_scale": "$33.69B",
        "roic": "24.39%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/asml/",
        "ticker": "ASML",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +4.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 1550.69 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "ASML",
        "timestamp": "2026-07-30T13:41:53+00:00",
        "price": 1638.04,
        "previous_close": 1550.69,
        "change": 87.34999999999991,
        "change_pct": 0.056329762879750334,
        "change_5d_pct": -0.0914919578480311,
        "change_20d_pct": -0.11122929221156663,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ASML?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 3,
        "price_action": 13,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 54,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0027",
        "E0722",
        "E0723",
        "E0724",
        "E0725",
        "E2768"
      ],
      "stage": "expanding",
      "theme": "supply-demand mismatch",
      "ticker": "ASML",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：PBF Energy主要经营炼油、成品油营销、燃料分销和便利店/批发业务，收入受裂解价差和销售量影响。行业地位：PBF Energy是炼油与营销赛道的重要参与者，可比/竞争公司包括Marathon Petroleum、Valero Energy、Phillips 66、HF Sinclair。关键变量主要是炼油价差、原油价差、检修周期、汽柴油需求、库存和环保燃料政策。",
      "core_catalyst": "PBF Energy (PBF) Q2 Earnings and Revenues Top Estimates",
      "evidence_summary": "PBF moved +10.8% in the latest session, +10.1% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E2679.",
      "facts": [
        {
          "claim": "PBF moved +10.8% in the latest session, +10.1% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0642",
          "timestamp": "2026-07-30T00:00:00+00:00"
        },
        {
          "claim": "PBF Energy (PBF) Q2 Earnings and Revenues Top Estimates",
          "source_id": "E2679",
          "timestamp": "2026-07-30T12:05:05+00:00"
        },
        {
          "claim": "PBF Energy Q2 Adjusted Earnings, Revenue Rise",
          "source_id": "E2680",
          "timestamp": "2026-07-30T11:46:35+00:00"
        },
        {
          "claim": "PBF Energy: Q2 Earnings Snapshot",
          "source_id": "E2681",
          "timestamp": "2026-07-30T10:48:46+00:00"
        },
        {
          "claim": "PBF Energy Announces Second Quarter 2026 Results, Declares Dividend of $0.275 per Share",
          "source_id": "E2682",
          "timestamp": "2026-07-30T10:30:00+00:00"
        },
        {
          "claim": "PBF fundamentals snapshot: PE n/a; market cap/assets $5.43B; revenue scale n/a; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
          "source_id": "E2769",
          "timestamp": "2026-07-30T13:41:43.780170+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "PBF Energy Inc. is a listed company; detailed business profile was not available from the current fundamentals source.",
        "gross_margin": null,
        "health_score": null,
        "market_cap": "$5.43B",
        "name": "PBF Energy Inc.",
        "net_margin": null,
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": null,
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:not-found://fundamentals",
        "ticker": "PBF",
        "timestamp": "2026-07-30T13:41:43.780170+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +10.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 63.35 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "PBF",
        "timestamp": "2026-07-30T13:41:53+00:00",
        "price": 69.265,
        "previous_close": 63.39,
        "change": 5.875,
        "change_pct": 0.09268023347531162,
        "change_5d_pct": 0.11807908227559905,
        "change_20d_pct": 0.44181928975801443,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/PBF?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "near_local_high",
        "breakout_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 3,
        "price_action": 20,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 3,
        "total": 53,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 1
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0642",
        "E2679",
        "E2680",
        "E2681",
        "E2682",
        "E2769"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "PBF",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Flowserve主要经营工业设备、发动机、泵阀、压缩机、水处理、自动化、升降机或专用机械。行业地位：Flowserve是工业机械赛道的重要参与者，可比/竞争公司包括Howmet Aerospace、Cummins、Emerson Electric、Illinois Tool Works。关键变量主要是订单积压、工业资本开支、售后收入、价格成本差、供应链、自动化和能源效率需求。",
      "core_catalyst": "Flowserve (FLS) Q2 Earnings: Taking a Look at Key Metrics Versus Estimates",
      "evidence_summary": "FLS moved +11.9% in the latest session, +11.2% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E2405.",
      "facts": [
        {
          "claim": "FLS moved +11.9% in the latest session, +11.2% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0545",
          "timestamp": "2026-07-30T00:00:00+00:00"
        },
        {
          "claim": "Flowserve (FLS) Q2 Earnings: Taking a Look at Key Metrics Versus Estimates",
          "source_id": "E2405",
          "timestamp": "2026-07-29T23:30:02+00:00"
        },
        {
          "claim": "Flowserve (FLS) Q2 Earnings and Revenues Surpass Estimates",
          "source_id": "E2406",
          "timestamp": "2026-07-29T22:25:10+00:00"
        },
        {
          "claim": "Flowserve: Q2 Earnings Snapshot",
          "source_id": "E2407",
          "timestamp": "2026-07-29T21:12:45+00:00"
        },
        {
          "claim": "Flowserve (NYSE:FLS) Beats Q2 CY2026 Sales Expectations, Stock Soars",
          "source_id": "E2408",
          "timestamp": "2026-07-29T22:11:27+00:00"
        },
        {
          "claim": "FLS fundamentals snapshot: PE 27.13; market cap/assets $8.97B; revenue scale $4.63B; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
          "source_id": "E2770",
          "timestamp": "2026-07-30T13:41:43.841101+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Flowserve Corporation designs, manufactures, distributes, and services industrial flow management equipment in the United States, Canada, Mexico, Europe, the Middle East, Africa, and the Asia Pacific. The company operates in two segments, Flowserve Pumps Division (FPD) and Flow...",
        "gross_margin": null,
        "health_score": null,
        "market_cap": "$8.97B",
        "name": "Flowserve Corporation",
        "net_margin": null,
        "pe_ratio": "27.13",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$4.63B",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/fls/",
        "ticker": "FLS",
        "timestamp": "2026-07-30T13:41:43.841101+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +11.2% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 69.94 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "FLS",
        "timestamp": "2026-07-30T13:41:52+00:00",
        "price": 78.03,
        "previous_close": 69.93,
        "change": 8.099999999999994,
        "change_pct": 0.11583011583011582,
        "change_5d_pct": 0.08889193430586984,
        "change_20d_pct": 0.07806027854353403,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/FLS?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakout_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 21,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 53,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 0
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0545",
        "E2405",
        "E2406",
        "E2407",
        "E2408",
        "E2770"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "FLS",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Houlihan Lokey主要经营投行、券商、交易平台、做市、财富顾问、数字资产或资本市场基础设施服务。行业地位：Houlihan Lokey是资本市场服务赛道的重要参与者，可比/竞争公司包括Raymond James Financial、Circle Internet Group、LPL Financial Holdings、Tradeweb Markets。关键变量主要是交易活跃度、IPO和并购周期、利率波动、资产价格、监管政策和客户资产规模。",
      "core_catalyst": "UBS Adjusts Houlihan Lokey Price Target to $147 From $161, Maintains Neutral Rating",
      "evidence_summary": "HLI moved -15.7% in the latest session, -16.5% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E2329.",
      "facts": [
        {
          "claim": "HLI moved -15.7% in the latest session, -16.5% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0516",
          "timestamp": "2026-07-30T00:00:00+00:00"
        },
        {
          "claim": "UBS Adjusts Houlihan Lokey Price Target to $147 From $161, Maintains Neutral Rating",
          "source_id": "E2329",
          "timestamp": "2026-07-30T13:05:52+00:00"
        },
        {
          "claim": "Houlihan Lokey Q1 Earnings Call Highlights",
          "source_id": "E2330",
          "timestamp": "2026-07-30T04:03:55+00:00"
        },
        {
          "claim": "Houlihan Lokey (HLI) Misses Q1 Earnings and Revenue Estimates",
          "source_id": "E2331",
          "timestamp": "2026-07-30T00:35:03+00:00"
        },
        {
          "claim": "Goldman Sachs tops North America M&A advisers by value in H1 2026, Houlihan Lokey leads by volume",
          "source_id": "E2332",
          "timestamp": "2026-07-30T12:15:40+00:00"
        },
        {
          "claim": "HLI fundamentals snapshot: PE 21.94; market cap/assets $10.48B; revenue scale $2.62B; revenue QoQ -11.4%; revenue YoY -4.62%; gross margin 35.69%; net margin 15.47%; ROIC 5.94%.",
          "source_id": "E2771",
          "timestamp": "2026-07-30T13:41:44.028024+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Houlihan Lokey, Inc., an investment banking company, provides merger and acquisition (M&A), capital market, financial restructurings and liability management, and financial and valuation advisory services worldwide. The company operates in three segments: Corporate Finance (CF),...",
        "gross_margin": "35.69%",
        "health_score": null,
        "market_cap": "$10.48B",
        "name": "Houlihan Lokey, Inc.",
        "net_margin": "15.47%",
        "pe_ratio": "21.94",
        "revenue_growth_qoq": "-11.4%",
        "revenue_growth_yoy": "-4.62%",
        "revenue_scale": "$2.62B",
        "roic": "5.94%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/hli/",
        "ticker": "HLI",
        "timestamp": "2026-07-30T13:41:44.028024+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -16.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 139.08 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "HLI",
        "timestamp": "2026-07-30T13:41:46+00:00",
        "price": 116.195,
        "previous_close": 139.22,
        "change": -23.025000000000006,
        "change_pct": -0.16538572044246524,
        "change_5d_pct": -0.15684636776372873,
        "change_20d_pct": -0.15776316073257668,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/HLI?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "near_local_low",
        "breakdown_20d",
        "event_news",
        "catalyst_analyst",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 3,
        "price_action": 21,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 53,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 0
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0516",
        "E2329",
        "E2330",
        "E2331",
        "E2332",
        "E2771"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "HLI",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：L3Harris Technologies主要经营国防系统、航空部件、航天发射、军工电子、舰船、发动机或航空后市场服务。行业地位：L3Harris Technologies是航空航天与国防赛道的核心公司，可比/竞争公司包括Lockheed Martin、General Dynamics、Northrop Grumman、TransDigm Group。关键变量主要是国防预算、订单积压、供应链交付、项目执行、航空产量和地缘安全需求。",
      "core_catalyst": "SEC 8-K filing: 8-K 2026-07-29",
      "evidence_summary": "LHX moved -9.0% in the latest session, -9.7% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1324.",
      "facts": [
        {
          "claim": "LHX moved -9.0% in the latest session, -9.7% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0186",
          "timestamp": "2026-07-30T00:00:00+00:00"
        },
        {
          "claim": "SEC 8-K filing: 8-K 2026-07-29",
          "source_id": "E1324",
          "timestamp": "2026-07-29T16:08:15+00:00"
        },
        {
          "claim": "Analyst Report: L3Harris Technologies, Inc.",
          "source_id": "E1325",
          "timestamp": "2026-07-30T06:37:47+00:00"
        },
        {
          "claim": "L3Harris Technologies Q2 Earnings Call Highlights",
          "source_id": "E1326",
          "timestamp": "2026-07-30T05:03:57+00:00"
        },
        {
          "claim": "L3Harris Technologies Inc (LHX) (Q2 2026) Earnings Call Highlights: Record Orders and Revenue ...",
          "source_id": "E1327",
          "timestamp": "2026-07-30T05:02:09+00:00"
        },
        {
          "claim": "L3Harris (LHX) Q2 Earnings: Taking a Look at Key Metrics Versus Estimates",
          "source_id": "E1328",
          "timestamp": "2026-07-29T22:00:04+00:00"
        },
        {
          "claim": "LHX fundamentals snapshot: PE 43.58; market cap/assets $55.52B; revenue scale $22.48B; revenue QoQ 1.70%; revenue YoY -20.22%; gross margin n/a; net margin n/a; ROIC 3.84%; engine score health 55.00 / valuation 50.00.",
          "source_id": "E2772",
          "timestamp": "2026-07-29T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "L3Harris Technologies, Inc. provides mission-critical solutions for government and commercial customers worldwide. It operates through three segments: Space & Mission Systems (SMS), Communications & Spectrum Dominance (CSD), and Missile Solutions (MSL). The SMS segment integrate...",
        "gross_margin": null,
        "health_score": "55.00",
        "market_cap": "$55.52B",
        "name": "L3Harris Technologies, Inc.",
        "net_margin": null,
        "pe_ratio": "43.58",
        "revenue_growth_qoq": "1.70%",
        "revenue_growth_yoy": "-20.22%",
        "revenue_scale": "$22.48B",
        "roic": "3.84%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lhx/",
        "ticker": "LHX",
        "timestamp": "2026-07-29T00:00:00+00:00",
        "valuation_score": "50.00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -9.7% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 297.53 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "LHX",
        "timestamp": "2026-07-30T13:41:52+00:00",
        "price": 272.825,
        "previous_close": 297.77,
        "change": -24.944999999999993,
        "change_pct": -0.0837727104812439,
        "change_5d_pct": -0.08958191418844808,
        "change_20d_pct": -0.0664032106792618,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/LHX?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "near_local_low",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_analyst",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 20,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 53,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 1
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0186",
        "E1324",
        "E1325",
        "E1326",
        "E1327",
        "E1328",
        "E2772"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "LHX",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Lam Research 主要向晶圆厂销售刻蚀、沉积和清洗等半导体制造设备，并提供备件、升级和服务收入，存储和先进逻辑资本开支是关键需求来源。行业地位：全球核心半导体设备公司之一，在刻蚀和沉积环节地位突出，周期受存储价格、AI 芯片产能和晶圆厂投资计划影响。",
      "core_catalyst": "SEC 8-K filing: 8-K 2026-07-29",
      "evidence_summary": "LRCX moved +19.1% in the latest session, +18.3% relative to benchmark, with volume at 0.3x its 20-day average. Reliable catalyst source: E0757.",
      "facts": [
        {
          "claim": "LRCX moved +19.1% in the latest session, +18.3% relative to benchmark, with volume at 0.3x its 20-day average.",
          "source_id": "E0035",
          "timestamp": "2026-07-30T00:00:00+00:00"
        },
        {
          "claim": "SEC 8-K filing: 8-K 2026-07-29",
          "source_id": "E0757",
          "timestamp": "2026-07-29T16:07:10+00:00"
        },
        {
          "claim": "Lam Research Surges After Record Quarter and Stronger Outlook",
          "source_id": "E0758",
          "timestamp": "2026-07-30T12:49:31+00:00"
        },
        {
          "claim": "Wells Fargo Adjusts Price Target on Lam Research to $350 From $450, Maintains Overweight Rating",
          "source_id": "E0759",
          "timestamp": "2026-07-30T12:47:12+00:00"
        },
        {
          "claim": "JPMorgan Adjusts Price Target on Lam Research to $340 From $315, Maintains Overweight Rating",
          "source_id": "E0760",
          "timestamp": "2026-07-30T12:46:50+00:00"
        },
        {
          "claim": "Morgan Stanley Adjusts Price Target on Lam Research to $367 From $404, Maintains Overweight Rating",
          "source_id": "E0761",
          "timestamp": "2026-07-30T12:46:49+00:00"
        },
        {
          "claim": "LRCX fundamentals snapshot: PE 43.44; market cap/assets $315.57B; revenue scale $23.23B; revenue QoQ 15.08%; revenue YoY 26.02%; gross margin 51.75%; net margin 33.88%; ROIC 34.85%; engine score health 67.20 / valuation 28.57.",
          "source_id": "E2773",
          "timestamp": "2026-07-29T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Lam Research Corporation designs, manufactures, markets, refurbishes, and services semiconductor processing equipment used in the fabrication of integrated circuits in the United States, China, Korea, Taiwan, Japan, Southeast Asia, and Europe. The company offers ALTUS systems to...",
        "gross_margin": "51.75%",
        "health_score": "67.20",
        "market_cap": "$315.57B",
        "name": "Lam Research Corporation",
        "net_margin": "33.88%",
        "pe_ratio": "43.44",
        "revenue_growth_qoq": "15.08%",
        "revenue_growth_yoy": "26.02%",
        "revenue_scale": "$23.23B",
        "roic": "34.85%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lrcx/",
        "ticker": "LRCX",
        "timestamp": "2026-07-29T00:00:00+00:00",
        "valuation_score": "28.57"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +18.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 252.35 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "LRCX",
        "timestamp": "2026-07-30T13:41:52+00:00",
        "price": 300.85,
        "previous_close": 252.35,
        "change": 48.50000000000003,
        "change_pct": 0.1921933822072519,
        "change_5d_pct": -0.0591969443103344,
        "change_20d_pct": -0.23107398535256118,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/LRCX?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "regular_open_gap_up_gt_7pct",
        "gap_fade",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 4,
        "price_action": 16,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 53,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0035",
        "E0757",
        "E0758",
        "E0759",
        "E0760",
        "E0761",
        "E2773"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "LRCX",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    }
  ],
  "evidence": [
    {
      "claim": "ETF regime snapshot: SPY +0.7%, QQQ +1.9%, IWM +0.5%, HYG +0.2%, TLT -0.0%, VIXY -3.6%.",
      "confidence": 0.93,
      "publisher": "Mock ETF Regime Feed",
      "raw_value": {
        "HYG": 0.0018298838970218778,
        "IWM": 0.0047475482551893045,
        "QQQ": 0.01894277122089072,
        "SPY": 0.007334192416307728,
        "TLT": -0.00027278213639103654,
        "VIXY": -0.03550821127385706
      },
      "source_id": "E0001",
      "source_type": "macro",
      "ticker": "MARKET",
      "tier": 1,
      "timestamp": "2026-07-30T00:00:00+00:00",
      "url_or_provider_ref": "mock://regime/2026-07-30"
    },
    {
      "claim": "TLT moved -0.0% in the latest session, -0.8% relative to benchmark, with volume at 0.2x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
        "avg_abs_return_20d": 0.004217003042092926,
        "benchmark_return_1d": 0.007334192416307728,
        "benchmark_return_5d": -0.004565282180498009,
        "body_to_range": 0.14088050314458855,
        "breakdown_20d": false,
        "breakout_20d": false,
        "close": 82.8274,
        "close_location": 0.5433962264150586,
        "consecutive_down_days": 2,
        "consecutive_up_days": 0,
        "dollar_volume": 290055177.0902,
        "gap_pct": -0.0005431502715750325,
        "high_52w_distance_pct": 0.09697998488422921,
        "latest_date": "2026-07-30",
        "low_52w_distance_pct": 0.0015405078597339195,
        "lower_wick_to_range": 0.40251572327047,
        "previous_close": 82.85,
        "relative_return_1d": -0.007606974552698764,
        "relative_return_5d": 0.00044600840389585894,
        "return_1d": -0.00027278213639103654,
        "return_1d_vs_avg_abs_20d": 0.06468625553934934,
        "return_5d": -0.00411927377660215,
        "ticker": "TLT",
        "upper_wick_to_range": 0.4566037735849414,
        "volume_ratio_20d": 0.15804541987661175
      },
      "source_id": "E0002",
      "source_type": "market_data",
      "ticker": "TLT",
      "tier": 1,
      "timestamp": "2026-07-30T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/TLT/2026-07-30"
    },
    {
      "claim": "HYG moved +0.2% in the latest session, -0.6% relative to benchmark, with volume at 0.0x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
        "avg_abs_return_20d": 0.0015628561705281375,
        "benchmark_return_1d": 0.007334192416307728,
        "benchmark_return_5d": -0.004565282180498009,
        "body_to_range": 0.24469820554649077,
        "breakdown_20d": false,
        "breakout_20d": false,
        "close": 79.385,
        "close_location": 0.7553017944535092,
        "consecutive_down_days": 0,
        "consecutive_up_days": 1,
        "dollar_volume": 52206989.555,
        "gap_pct": 0.0016405855628471855,
        "high_52w_distance_pct": 0.021981482647855266,
        "latest_date": "2026-07-30",
        "low_52w_distance_pct": 0.010372915871197819,
        "lower_wick_to_range": 0.5106035889070185,
        "previous_close": 79.24,
        "relative_return_1d": -0.00550430851928585,
        "relative_return_5d": 0.006521611853601561,
        "return_1d": 0.0018298838970218778,
        "return_1d_vs_avg_abs_20d": 1.170858797840305,
        "return_5d": 0.0019563296731035518,
        "ticker": "HYG",
        "upper_wick_to_range": 0.24469820554649077,
        "volume_ratio_20d": 0.020898566908380583
      },
      "source_id": "E0003",
      "source_type": "market_data",
      "ticker": "HYG",
      "tier": 1,
      "timestamp": "2026-07-30T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/HYG/2026-07-30"
    },
    {
      "claim": "LQD moved +0.2% in the latest session, -0.6% relative to benchmark, with volume at 0.1x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
        "avg_abs_return_20d": 0.0027476461358534156,
        "benchmark_return_1d": 0.007334192416307728,
        "benchmark_return_5d": -0.004565282180498009,
        "body_to_range": 1.8529411764705563,
        "breakdown_20d": false,
        "breakout_20d": false,
        "close": 106.405,
        "close_location": 0.6176470588235466,
        "consecutive_down_days": 0,
        "consecutive_up_days": 1,
        "dollar_volume": 277122458.86,
        "gap_pct": 0.0047072114479382865,
        "high_52w_distance_pct": 0.051924251679902333,
        "latest_date": "2026-07-30",
        "low_52w_distance_pct": 0.0031582916941643724,
        "lower_wick_to_range": 0.6176470588235466,
        "previous_close": 106.22,
        "relative_return_1d": -0.005592524180570546,
        "relative_return_5d": 0.005929859632031853,
        "return_1d": 0.0017416682357371815,
        "return_1d_vs_avg_abs_20d": 0.6338764708491916,
        "return_5d": 0.0013645774515338438,
        "ticker": "LQD",
        "upper_wick_to_range": -1.4705882352941029,
        "volume_ratio_20d": 0.09073254767800266
      },
      "source_id": "E0004",
      "source_type": "market_data",
      "ticker": "LQD",
      "tier": 1,
      "timestamp": "2026-07-30T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/LQD/2026-07-30"
    },
    {
      "claim": "GLD moved +1.0% in the latest session, +0.3% relative to benchmark, with volume at 0.1x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
        "avg_abs_return_20d": 0.011014129115035059,
        "benchmark_return_1d": 0.007334192416307728,
        "benchmark_return_5d": -0.004565282180498009,
        "body_to_range": 2.995433789954342,
        "breakdown_20d": false,
        "breakout_20d": false,
        "close": 374.85,
        "close_location": 0.497716894977184,
        "consecutive_down_days": 0,
        "consecutive_up_days": 2,
        "dollar_volume": 201345804.45000002,
        "gap_pct": -0.00751859437318092,
        "high_52w_distance_pct": 0.3129251700680271,
        "latest_date": "2026-07-30",
        "low_52w_distance_pct": 0.03173510954530445,
        "lower_wick_to_range": -2.497716894977158,
        "previous_close": 371.08,
        "relative_return_1d": 0.002825341915911883,
        "relative_return_5d": 0.013528460475071835,
        "return_1d": 0.01015953433221961,
        "return_1d_vs_avg_abs_20d": 0.9224092278300182,
        "return_5d": 0.008963178294573826,
        "ticker": "GLD",
        "upper_wick_to_range": 0.502283105022816,
        "volume_ratio_20d": 0.08196022662249776
      },
      "source_id": "E0005",
      "source_type": "market_data",
      "ticker": "GLD",
      "tier": 1,
      "timestamp": "2026-07-30T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/GLD/2026-07-30"
    },
    {
      "claim": "USO moved -1.6% in the latest session, -2.4% relative to benchmark, with volume at 0.1x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
        "avg_abs_return_20d": 0.032542084084176644,
        "benchmark_return_1d": 0.007334192416307728,
        "benchmark_return_5d": -0.004565282180498009,
        "body_to_range": 2.394230769230731,
        "breakdown_20d": false,
        "breakout_20d": false,
        "close": 127.215,
        "close_location": 0.4903846153846243,
        "consecutive_down_days": 1,
        "consecutive_up_days": 0,
        "dollar_volume": 109782855.765,
        "gap_pct": -0.006573350862268956,
        "high_52w_distance_pct": 0.21117792713123462,
        "latest_date": "2026-07-30",
        "low_52w_distance_pct": 0.7085012087026594,
        "lower_wick_to_range": 0.4903846153846243,
        "previous_close": 129.31,
        "relative_return_1d": -0.02353556895331177,
        "relative_return_5d": -0.08343385754277965,
        "return_1d": -0.016201376537004042,
        "return_1d_vs_avg_abs_20d": 0.4978592180849857,
        "return_5d": -0.08799913972327766,
        "ticker": "USO",
        "upper_wick_to_range": -1.8846153846153553,
        "volume_ratio_20d": 0.11940434187040803
      },
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      "claim": "Meet the Stock That's Obliterating Eli Lilly, Johnson & Johnson, and AbbVie Right Now",
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      "claim": "Is Spotify Technology (SPOT) Fully Valued Going Into Earnings?",
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      "claim": "Is United Parcel Service (UPS) Stock A Bargain Before Earnings?",
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      "claim": "PPL vs. Ameren: Which Utility Stock Has the Stronger Growth Outlook?",
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      "claim": "Kraft Heinz Is One of the Top Dividend Payers in Bill Gates' $33 Billion Foundation Portfolio, an Income Play Other Investors Can Study",
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      "claim": "Centene (CNC) Could Be 3% Undervalued After Strong Q2 Earnings And Higher Outlook",
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      "claim": "Eversource to Report Q2 Earnings: What to Expect From the Stock?",
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      "claim": "AST SpaceMobile vs. QuantumScape: Which Stock Is a Better Buy in 2026?",
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      "claim": "FTAI Aviation (FTAI) Reported Mixed Earnings And Raised Its Dividend, Is It A Bargain?",
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      "claim": "How Options Volatility and Analyst Upgrades At Fox (FOXA) Have Changed Its Investment Story",
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      "claim": "Do Options Traders Know Something About Fox Stock We Don't?",
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      "claim": "What Analyst Projections for Key Metrics Reveal About Sterling Infrastructure (STRL) Q2 Earnings",
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      "claim": "SOFI Vs HOOD: Which Fintech Stock Came Out On Top After Q2 Earnings?",
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      "claim": "EXPD to Report Q2 Earnings: What's in the Offing for the Stock?",
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      "claim": "Corpay (CPAY) Launches Agent Card For Secure AI Powered Business Payments",
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      "claim": "Here is What to Know Beyond Why Chewy (CHWY) is a Trending Stock",
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      "claim": "Truist Cuts Price Target on Parsons to $60 From $75, Keeps Buy Rating",
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      "claim": "Can Platform Consolidation Accelerate CrowdStrike's Revenue Growth?",
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      "claim": "Centrus Energy to Report Q2 Earnings: What's in Store for the Stock?",
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      "claim": "Energy Fuels starts construction on White Mesa Mill expansion",
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      "claim": "Analyst Report: Elastic N.V.",
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        "headline": "Analyst Report: Elastic N.V."
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    {
      "claim": "Elastic and OpenAI Collaborate to Bring Frontier Intelligence to Unstructured Enterprise Data",
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      "timestamp": "2026-07-30T12:00:00+00:00",
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    {
      "claim": "Stocks making big moves yesterday: Zoom, TransDigm, Elastic, Rocket Lab, and Tyson Foods",
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      "claim": "Planet Fitness, Inc. To Report Second Quarter 2026 Results on August 6, 2026",
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        "headline": "Planet Fitness, Inc. To Report Second Quarter 2026 Results on August 6, 2026"
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      "claim": "PLNT: Raising target price to $53.00",
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        "headline": "PLNT: Raising target price to $53.00"
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      "timestamp": "2026-07-29T00:00:00+00:00",
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    {
      "claim": "Tutor Perini Announces Conference Call to Discuss Second Quarter 2026 Results",
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      "publisher": "Business Wire",
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        "headline": "Tutor Perini Announces Conference Call to Discuss Second Quarter 2026 Results"
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      "source_type": "earnings",
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      "tier": 2,
      "timestamp": "2026-07-28T10:00:00+00:00",
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    },
    {
      "claim": "TPC: Initiating coverage on TPC",
      "confidence": 0.62,
      "publisher": "Argus Research",
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        "headline": "TPC: Initiating coverage on TPC"
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      "source_id": "E2725",
      "source_type": "news",
      "ticker": "TPC",
      "tier": 2,
      "timestamp": "2026-07-29T00:00:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/m/d0b95c14-528b-3914-831c-a72dd5b3ca89/tpc%3A-initiating-coverage-on.html"
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    {
      "claim": "Is Trending Stock Tutor Perini Corporation (TPC) a Buy Now?",
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      "publisher": "Zacks",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Is Trending Stock Tutor Perini Corporation (TPC) a Buy Now?"
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      "source_id": "E2726",
      "source_type": "news",
      "ticker": "TPC",
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      "timestamp": "2026-07-28T13:00:02+00:00",
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    {
      "claim": "PACS Group Schedules Second Quarter 2026 Earnings Release and Conference Call",
      "confidence": 0.78,
      "publisher": "Business Wire",
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        "headline": "PACS Group Schedules Second Quarter 2026 Earnings Release and Conference Call"
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    },
    {
      "claim": "Wex Insider Sold Shares Worth $598,468, According to a Recent SEC Filing",
      "confidence": 0.78,
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    {
      "claim": "WEX® Introduces SecureFuel®, AI-Powered Fraud Prevention for Commercial Fleets",
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      "publisher": "Business Wire",
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        "headline": "WEX® Introduces SecureFuel®, AI-Powered Fraud Prevention for Commercial Fleets"
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      "ticker": "WEX",
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      "claim": "Comstock (CRK) Q2 Earnings: Taking a Look at Key Metrics Versus Estimates",
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      "claim": "Boot Barn Fiscal Q1 Earnings, Revenue Rise; Issues Fiscal Q2, Fiscal 2027 EPS, Revenue Guidance",
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        "name": "Meta Platforms, Inc.",
        "net_margin": "47.54%",
        "pe_ratio": "19.91",
        "revenue_growth_qoq": "-5.98%",
        "revenue_growth_yoy": "26.18%",
        "revenue_scale": "$214.96B",
        "roic": "22.41%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/meta/",
        "ticker": "META",
        "timestamp": "2026-05-21T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E2745",
      "source_type": "fundamentals",
      "ticker": "META",
      "tier": 2,
      "timestamp": "2026-05-21T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/meta/"
    },
    {
      "claim": "MU fundamentals snapshot: PE 16.53; market cap/assets $834.33B; revenue scale $90.27B; revenue QoQ 73.75%; revenue YoY 166.98%; gross margin 84.56%; net margin 68.13%; ROIC 44.27%; engine score health 72.14 / valuation 78.57.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "84.56%",
        "health_score": "72.14",
        "market_cap": "$834.33B",
        "name": "Micron Technology, Inc.",
        "net_margin": "68.13%",
        "pe_ratio": "16.53",
        "revenue_growth_qoq": "73.75%",
        "revenue_growth_yoy": "166.98%",
        "revenue_scale": "$90.27B",
        "roic": "44.27%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "MU",
        "timestamp": "2026-07-29T00:00:00+00:00",
        "valuation_score": "78.57"
      },
      "source_id": "E2746",
      "source_type": "fundamentals",
      "ticker": "MU",
      "tier": 2,
      "timestamp": "2026-07-29T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti"
    },
    {
      "claim": "BE fundamentals snapshot: PE 223.15; market cap/assets $70.98B; revenue scale $3.11B; revenue QoQ n/a; revenue YoY n/a; gross margin 33.38%; net margin 18.67%; ROIC 13.09%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Bloom Energy Corporation designs, manufactures, sells, and installs solid oxide fuel cell systems for on-site power generation in the United States and internationally. It offers Bloom Energy Server, an energy server platform to convert fuel, such as natural gas, biogas, hydroge...",
        "gross_margin": "33.38%",
        "health_score": null,
        "market_cap": "$70.98B",
        "name": "Bloom Energy Corporation",
        "net_margin": "18.67%",
        "pe_ratio": "223.15",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$3.11B",
        "roic": "13.09%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/be/",
        "ticker": "BE",
        "timestamp": "2026-07-30T13:41:29.266665+00:00",
        "valuation_score": null
      },
      "source_id": "E2747",
      "source_type": "fundamentals",
      "ticker": "BE",
      "tier": 2,
      "timestamp": "2026-07-30T13:41:29.266665+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/be/"
    },
    {
      "claim": "ALNY fundamentals snapshot: PE 72.56; market cap/assets $29.22B; revenue scale $4.29B; revenue QoQ 6.39%; revenue YoY 82.57%; gross margin 81.91%; net margin 17.65%; ROIC 14.66%; engine score health 64.38 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Alnylam Pharmaceuticals, Inc. discovers, develops, manufactures, and commercializes therapeutics based on ribonucleic acid interference in the United States, Europe, and internationally. The company offers ONPATTRO for hereditary transthyretin-mediated (hATTR) amyloidosis; AMVUT...",
        "gross_margin": "81.91%",
        "health_score": "64.38",
        "market_cap": "$29.22B",
        "name": "Alnylam Pharmaceuticals, Inc.",
        "net_margin": "17.65%",
        "pe_ratio": "72.56",
        "revenue_growth_qoq": "6.39%",
        "revenue_growth_yoy": "82.57%",
        "revenue_scale": "$4.29B",
        "roic": "14.66%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/alny/",
        "ticker": "ALNY",
        "timestamp": "2026-06-26T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E2748",
      "source_type": "fundamentals",
      "ticker": "ALNY",
      "tier": 2,
      "timestamp": "2026-06-26T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/alny/"
    },
    {
      "claim": "CRWV fundamentals snapshot: PE n/a; market cap/assets $67.23B; revenue scale $6.23B; revenue QoQ n/a; revenue YoY n/a; gross margin 65.54%; net margin -35.61%; ROIC -0.48%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "CoreWeave, Inc. operates as a cloud infrastructure technology company in the United States. The company offers CoreWeave Cloud platform that comprises proprietary software and cloud services that deliver the automation and efficiency needed to manage complex artificial intellige...",
        "gross_margin": "65.54%",
        "health_score": null,
        "market_cap": "$67.23B",
        "name": "CoreWeave, Inc. Class A Common Stock",
        "net_margin": "-35.61%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$6.23B",
        "roic": "-0.48%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crwv/",
        "ticker": "CRWV",
        "timestamp": "2026-07-30T13:41:29.269150+00:00",
        "valuation_score": null
      },
      "source_id": "E2749",
      "source_type": "fundamentals",
      "ticker": "CRWV",
      "tier": 2,
      "timestamp": "2026-07-30T13:41:29.269150+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crwv/"
    },
    {
      "claim": "WDC fundamentals snapshot: PE 24.58; market cap/assets $159.40B; revenue scale $11.78B; revenue QoQ 10.61%; revenue YoY 9.10%; gross margin 50.22%; net margin 96.04%; ROIC 24.09%; engine score health 54.67 / valuation 33.33.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Western Digital Corporation develops, manufactures, and sells data storage devices and solutions based on hard disk drive (HDD) technology in the United States, Asia, Europe, the Middle East, and Africa. The company offers internal HDDs, data center drives, data center platforms...",
        "gross_margin": "50.22%",
        "health_score": "54.67",
        "market_cap": "$159.40B",
        "name": "Western Digital Corporation",
        "net_margin": "96.04%",
        "pe_ratio": "24.58",
        "revenue_growth_qoq": "10.61%",
        "revenue_growth_yoy": "9.10%",
        "revenue_scale": "$11.78B",
        "roic": "24.09%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/wdc/",
        "ticker": "WDC",
        "timestamp": "2026-07-29T00:00:00+00:00",
        "valuation_score": "33.33"
      },
      "source_id": "E2750",
      "source_type": "fundamentals",
      "ticker": "WDC",
      "tier": 2,
      "timestamp": "2026-07-29T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/wdc/"
    },
    {
      "claim": "WWD fundamentals snapshot: PE 38.39; market cap/assets $21.79B; revenue scale $4.19B; revenue QoQ n/a; revenue YoY n/a; gross margin 31.53%; net margin 13.22%; ROIC 4.32%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Woodward, Inc. designs, manufactures, and services control solutions for the aerospace and industrial markets worldwide. It operates through two segments, Aerospace and Industrial. The Aerospace segment offers fuel pumps, metering units, actuators, air valves, specialty valves,...",
        "gross_margin": "31.53%",
        "health_score": null,
        "market_cap": "$21.79B",
        "name": "Woodward, Inc.",
        "net_margin": "13.22%",
        "pe_ratio": "38.39",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$4.19B",
        "roic": "4.32%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/wwd/",
        "ticker": "WWD",
        "timestamp": "2026-07-30T13:41:29.265913+00:00",
        "valuation_score": null
      },
      "source_id": "E2751",
      "source_type": "fundamentals",
      "ticker": "WWD",
      "tier": 2,
      "timestamp": "2026-07-30T13:41:29.265913+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/wwd/"
    },
    {
      "claim": "QCOM fundamentals snapshot: PE 17.77; market cap/assets $164.55B; revenue scale $44.07B; revenue QoQ -6.15%; revenue YoY 1.88%; gross margin 53.05%; net margin 20.13%; ROIC 17.81%; engine score health 45.44 / valuation 85.71.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "QUALCOMM Incorporated engages in the development and commercialization of foundational technologies for the wireless industry worldwide. It operates through three segments: Qualcomm CDMA Technologies (QCT); Qualcomm Technology Licensing (QTL); and Qualcomm Strategic Initiatives...",
        "gross_margin": "53.05%",
        "health_score": "45.44",
        "market_cap": "$164.55B",
        "name": "QUALCOMM Incorporated",
        "net_margin": "20.13%",
        "pe_ratio": "17.77",
        "revenue_growth_qoq": "-6.15%",
        "revenue_growth_yoy": "1.88%",
        "revenue_scale": "$44.07B",
        "roic": "17.81%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/qcom/",
        "ticker": "QCOM",
        "timestamp": "2026-07-29T00:00:00+00:00",
        "valuation_score": "85.71"
      },
      "source_id": "E2752",
      "source_type": "fundamentals",
      "ticker": "QCOM",
      "tier": 2,
      "timestamp": "2026-07-29T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/qcom/"
    },
    {
      "claim": "TMHC fundamentals snapshot: PE n/a; market cap/assets $5.55B; revenue scale n/a; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": null,
        "health_score": null,
        "market_cap": "$5.55B",
        "name": "Taylor Morrison Home Corporation",
        "net_margin": null,
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": null,
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "TMHC",
        "timestamp": "2026-07-30T13:41:34.865808+00:00",
        "valuation_score": null
      },
      "source_id": "E2753",
      "source_type": "fundamentals",
      "ticker": "TMHC",
      "tier": 2,
      "timestamp": "2026-07-30T13:41:34.865808+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti"
    },
    {
      "claim": "CVNA fundamentals snapshot: PE 32.75; market cap/assets $65.38B; revenue scale $25.06B; revenue QoQ 14.68%; revenue YoY 53.98%; gross margin 18.76%; net margin 4.20%; ROIC 15.37%; engine score health 59.60 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Carvana Co., together with its subsidiaries, operates an e-commerce platform for buying and selling used cars. It provides vehicle acquisition, inspection and reconditioning, online search and shopping experience, financing, complementary products, logistics network and distinct...",
        "gross_margin": "18.76%",
        "health_score": "59.60",
        "market_cap": "$65.38B",
        "name": "Carvana Co.",
        "net_margin": "4.20%",
        "pe_ratio": "32.75",
        "revenue_growth_qoq": "14.68%",
        "revenue_growth_yoy": "53.98%",
        "revenue_scale": "$25.06B",
        "roic": "15.37%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cvna/",
        "ticker": "CVNA",
        "timestamp": "2026-07-29T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E2754",
      "source_type": "fundamentals",
      "ticker": "CVNA",
      "tier": 2,
      "timestamp": "2026-07-29T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cvna/"
    },
    {
      "claim": "FTAI fundamentals snapshot: PE 39.55; market cap/assets $25.07B; revenue scale $3.11B; revenue QoQ n/a; revenue YoY n/a; gross margin 33.29%; net margin 13.13%; ROIC 4.63%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "FTAI Aviation Ltd. owns, acquires, and sells aviation equipment for the transportation of goods and people worldwide. It operates in two segments, Aviation Leasing and Aerospace Products. The Aviation Leasing segment owns, leases, manages, and sells aircraft and aircraft engines...",
        "gross_margin": "33.29%",
        "health_score": null,
        "market_cap": "$25.07B",
        "name": "FTAI Aviation Ltd.",
        "net_margin": "13.13%",
        "pe_ratio": "39.55",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$3.11B",
        "roic": "4.63%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ftai/",
        "ticker": "FTAI",
        "timestamp": "2026-07-30T13:41:35.344784+00:00",
        "valuation_score": null
      },
      "source_id": "E2755",
      "source_type": "fundamentals",
      "ticker": "FTAI",
      "tier": 2,
      "timestamp": "2026-07-30T13:41:35.344784+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ftai/"
    },
    {
      "claim": "SNY fundamentals snapshot: PE 24.18; market cap/assets $104.43B; revenue scale $55.89B; revenue QoQ n/a; revenue YoY n/a; gross margin 75.47%; net margin 3.14%; ROIC 0.55%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Sanofi engages in the research, development, manufacture, and marketing of therapeutic solutions. It provides immunology and inflammation, rare diseases neurology, oncology, and other vaccines. It also offers poliomyelitis, pertussis, and haemophilus influenzae type b (Hib) pedi...",
        "gross_margin": "75.47%",
        "health_score": null,
        "market_cap": "$104.43B",
        "name": "Sanofi",
        "net_margin": "3.14%",
        "pe_ratio": "24.18",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$55.89B",
        "roic": "0.55%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sny/",
        "ticker": "SNY",
        "timestamp": "2026-07-30T13:41:35.844425+00:00",
        "valuation_score": null
      },
      "source_id": "E2756",
      "source_type": "fundamentals",
      "ticker": "SNY",
      "tier": 2,
      "timestamp": "2026-07-30T13:41:35.844425+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sny/"
    },
    {
      "claim": "CHRW fundamentals snapshot: PE 32.42; market cap/assets $20.53B; revenue scale $17.00B; revenue QoQ 22.95%; revenue YoY -0.09%; gross margin -6.24%; net margin 3.79%; ROIC 14.27%; engine score health 33.24 / valuation 30.56.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "C.H. Robinson Worldwide, Inc., together with its subsidiaries, provides freight transportation and related logistics and supply chain services in the United States and internationally. It operates in two segments, North American Surface Transportation and Global Forwarding. The...",
        "gross_margin": "-6.24%",
        "health_score": "33.24",
        "market_cap": "$20.53B",
        "name": "C.H. Robinson Worldwide, Inc.",
        "net_margin": "3.79%",
        "pe_ratio": "32.42",
        "revenue_growth_qoq": "22.95%",
        "revenue_growth_yoy": "-0.09%",
        "revenue_scale": "$17.00B",
        "roic": "14.27%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/chrw/",
        "ticker": "CHRW",
        "timestamp": "2026-07-29T00:00:00+00:00",
        "valuation_score": "30.56"
      },
      "source_id": "E2757",
      "source_type": "fundamentals",
      "ticker": "CHRW",
      "tier": 2,
      "timestamp": "2026-07-29T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/chrw/"
    },
    {
      "claim": "TW fundamentals snapshot: PE 23.32; market cap/assets $23.49B; revenue scale $2.20B; revenue QoQ n/a; revenue YoY n/a; gross margin 100.00%; net margin 36.98%; ROIC 3.43%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Tradeweb Markets Inc. builds and operates electronic marketplaces in the United States and internationally. The company offers marketplaces that facilitate trading products across various asset classes, including rates, credit, equities, and money markets. It also provides pre-t...",
        "gross_margin": "100.00%",
        "health_score": null,
        "market_cap": "$23.49B",
        "name": "Tradeweb Markets Inc.",
        "net_margin": "36.98%",
        "pe_ratio": "23.32",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$2.20B",
        "roic": "3.43%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/tw/",
        "ticker": "TW",
        "timestamp": "2026-07-30T13:41:36.136319+00:00",
        "valuation_score": null
      },
      "source_id": "E2758",
      "source_type": "fundamentals",
      "ticker": "TW",
      "tier": 2,
      "timestamp": "2026-07-30T13:41:36.136319+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/tw/"
    },
    {
      "claim": "VRT fundamentals snapshot: PE 49.57; market cap/assets $85.86B; revenue scale $11.48B; revenue QoQ 23.58%; revenue YoY 26.23%; gross margin 37.71%; net margin 15.20%; ROIC 13.81%; engine score health 71.55 / valuation 11.11.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Vertiv Holdings Co designs, manufactures, and services critical digital infrastructure technologies and life cycle services for data centers, communication networks, and commercial and industrial environments in the Americas, the Asia Pacific, Europe, the Middle East, and Africa...",
        "gross_margin": "37.71%",
        "health_score": "71.55",
        "market_cap": "$85.86B",
        "name": "Vertiv Holdings Co",
        "net_margin": "15.20%",
        "pe_ratio": "49.57",
        "revenue_growth_qoq": "23.58%",
        "revenue_growth_yoy": "26.23%",
        "revenue_scale": "$11.48B",
        "roic": "13.81%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/vrt/",
        "ticker": "VRT",
        "timestamp": "2026-07-29T00:00:00+00:00",
        "valuation_score": "11.11"
      },
      "source_id": "E2759",
      "source_type": "fundamentals",
      "ticker": "VRT",
      "tier": 2,
      "timestamp": "2026-07-29T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/vrt/"
    },
    {
      "claim": "MKSI fundamentals snapshot: PE 60.33; market cap/assets $19.37B; revenue scale $4.07B; revenue QoQ n/a; revenue YoY n/a; gross margin 47.03%; net margin 7.79%; ROIC 1.88%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "MKS Inc. provides foundational technology solutions to semiconductor manufacturing, electronics and packaging, and specialty industrial applications in the United States, China, South Korea, Japan, Taiwan, Singapore, and internationally. The company operates through Vacuum Solut...",
        "gross_margin": "47.03%",
        "health_score": null,
        "market_cap": "$19.37B",
        "name": "MKS Inc.",
        "net_margin": "7.79%",
        "pe_ratio": "60.33",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$4.07B",
        "roic": "1.88%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mksi/",
        "ticker": "MKSI",
        "timestamp": "2026-07-30T13:41:38.496306+00:00",
        "valuation_score": null
      },
      "source_id": "E2760",
      "source_type": "fundamentals",
      "ticker": "MKSI",
      "tier": 2,
      "timestamp": "2026-07-30T13:41:38.496306+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mksi/"
    },
    {
      "claim": "CRS fundamentals snapshot: PE 55.86; market cap/assets $22.11B; revenue scale $3.03B; revenue QoQ n/a; revenue YoY n/a; gross margin 31.03%; net margin 17.20%; ROIC 6.01%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Carpenter Technology Corporation engages in the manufacture, fabrication, and distribution of specialty metals in the United States, Europe, the Asia Pacific, Mexico, Canada, and internationally. It operates in two segments, Specialty Alloys Operations and Performance Engineered...",
        "gross_margin": "31.03%",
        "health_score": null,
        "market_cap": "$22.11B",
        "name": "Carpenter Technology Corporation",
        "net_margin": "17.20%",
        "pe_ratio": "55.86",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$3.03B",
        "roic": "6.01%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crs/",
        "ticker": "CRS",
        "timestamp": "2026-07-30T13:41:39.659008+00:00",
        "valuation_score": null
      },
      "source_id": "E2761",
      "source_type": "fundamentals",
      "ticker": "CRS",
      "tier": 2,
      "timestamp": "2026-07-30T13:41:39.659008+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crs/"
    },
    {
      "claim": "GEV fundamentals snapshot: PE 25.16; market cap/assets $239.77B; revenue scale $41.37B; revenue QoQ 18.90%; revenue YoY 12.96%; gross margin 21.26%; net margin 6.02%; ROIC 2.23%; engine score health 55.80 / valuation 63.89.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "21.26%",
        "health_score": "55.80",
        "market_cap": "$239.77B",
        "name": "GE Vernova Inc.",
        "net_margin": "6.02%",
        "pe_ratio": "25.16",
        "revenue_growth_qoq": "18.90%",
        "revenue_growth_yoy": "12.96%",
        "revenue_scale": "$41.37B",
        "roic": "2.23%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "GEV",
        "timestamp": "2026-07-29T00:00:00+00:00",
        "valuation_score": "63.89"
      },
      "source_id": "E2762",
      "source_type": "fundamentals",
      "ticker": "GEV",
      "tier": 2,
      "timestamp": "2026-07-29T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti"
    },
    {
      "claim": "WCC fundamentals snapshot: PE 21.39; market cap/assets $17.09B; revenue scale $25.01B; revenue QoQ n/a; revenue YoY n/a; gross margin 21.85%; net margin 3.14%; ROIC 2.77%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "WESCO International, Inc. provides business-to-business distribution, logistics services, and supply chain solutions in the United States, Canada, and internationally. It operates through three segments: Electrical & Electronic Solutions (EES), Communications & Security Solution...",
        "gross_margin": "21.85%",
        "health_score": null,
        "market_cap": "$17.09B",
        "name": "WESCO International, Inc.",
        "net_margin": "3.14%",
        "pe_ratio": "21.39",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$25.01B",
        "roic": "2.77%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/wcc/",
        "ticker": "WCC",
        "timestamp": "2026-07-30T13:41:40.046061+00:00",
        "valuation_score": null
      },
      "source_id": "E2763",
      "source_type": "fundamentals",
      "ticker": "WCC",
      "tier": 2,
      "timestamp": "2026-07-30T13:41:40.046061+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/wcc/"
    },
    {
      "claim": "TAL fundamentals snapshot: PE 6.78; market cap/assets $6.69B; revenue scale $3.19B; revenue QoQ n/a; revenue YoY n/a; gross margin 53.24%; net margin 30.40%; ROIC 9.34%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "TAL Education Group provides smart learning solutions in the People’s Republic of China. It offers learning services through Xueersi Peiyou small classes, personalized premium services, and online course offerings. The company also develops and provides learning content solution...",
        "gross_margin": "53.24%",
        "health_score": null,
        "market_cap": "$6.69B",
        "name": "TAL Education Group",
        "net_margin": "30.40%",
        "pe_ratio": "6.78",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$3.19B",
        "roic": "9.34%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/tal/",
        "ticker": "TAL",
        "timestamp": "2026-07-30T13:41:39.990477+00:00",
        "valuation_score": null
      },
      "source_id": "E2764",
      "source_type": "fundamentals",
      "ticker": "TAL",
      "tier": 2,
      "timestamp": "2026-07-30T13:41:39.990477+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/tal/"
    },
    {
      "claim": "GKOS fundamentals snapshot: PE n/a; market cap/assets $7.81B; revenue scale $612.84M; revenue QoQ n/a; revenue YoY n/a; gross margin 81.67%; net margin -9.90%; ROIC -3.59%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Glaukos Corporation, an ophthalmic pharmaceutical and medical technology company, develops therapies for the treatment of glaucoma, corneal disorders, and retinal diseases in the United States and internationally. It offers iStent and iStent inject W micro-bypass stents designed...",
        "gross_margin": "81.67%",
        "health_score": null,
        "market_cap": "$7.81B",
        "name": "Glaukos Corporation",
        "net_margin": "-9.90%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$612.84M",
        "roic": "-3.59%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/gkos/",
        "ticker": "GKOS",
        "timestamp": "2026-07-30T13:41:40.179134+00:00",
        "valuation_score": null
      },
      "source_id": "E2765",
      "source_type": "fundamentals",
      "ticker": "GKOS",
      "tier": 2,
      "timestamp": "2026-07-30T13:41:40.179134+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/gkos/"
    },
    {
      "claim": "ARM fundamentals snapshot: PE 265.69; market cap/assets $240.18B; revenue scale $4.92B; revenue QoQ 19.97%; revenue YoY 22.79%; gross margin 93.09%; net margin 21.01%; ROIC 8.42%; engine score health 60.00 / valuation 7.14.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Arm Holdings plc researches, develops, licenses, and markets central processing unit (CPU) intellectual property (IP), graphics processing unit IP, systems IP, compute subsystems (CSS), and associated software, tools and related services. The company provides a product portfolio...",
        "gross_margin": "93.09%",
        "health_score": "60.00",
        "market_cap": "$240.18B",
        "name": "Arm Holdings plc American Depositary Shares",
        "net_margin": "21.01%",
        "pe_ratio": "265.69",
        "revenue_growth_qoq": "19.97%",
        "revenue_growth_yoy": "22.79%",
        "revenue_scale": "$4.92B",
        "roic": "8.42%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/arm/",
        "ticker": "ARM",
        "timestamp": "2026-07-29T00:00:00+00:00",
        "valuation_score": "7.14"
      },
      "source_id": "E2766",
      "source_type": "fundamentals",
      "ticker": "ARM",
      "tier": 2,
      "timestamp": "2026-07-29T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/arm/"
    },
    {
      "claim": "CHKP fundamentals snapshot: PE 14.32; market cap/assets $12.26B; revenue scale $2.76B; revenue QoQ n/a; revenue YoY n/a; gross margin 85.23%; net margin 28.77%; ROIC n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Check Point Software Technologies Ltd. develops, markets, and supports a range of products and services for IT security worldwide. It provides a multilevel security architecture that defends enterprises’ cloud, network, mobile devices, endpoints information, and IOT solutions. T...",
        "gross_margin": "85.23%",
        "health_score": null,
        "market_cap": "$12.26B",
        "name": "Check Point Software Technologies Ltd.",
        "net_margin": "28.77%",
        "pe_ratio": "14.32",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$2.76B",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/chkp/",
        "ticker": "CHKP",
        "timestamp": "2026-07-30T13:41:40.889079+00:00",
        "valuation_score": null
      },
      "source_id": "E2767",
      "source_type": "fundamentals",
      "ticker": "CHKP",
      "tier": 2,
      "timestamp": "2026-07-30T13:41:40.889079+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/chkp/"
    },
    {
      "claim": "ASML fundamentals snapshot: PE 49.07; market cap/assets $595.37B; revenue scale $33.69B; revenue QoQ -9.79%; revenue YoY 37.68%; gross margin 52.98%; net margin 31.44%; ROIC 24.39%; engine score health 77.00 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "ASML Holding N.V. provides lithography solutions for the development, production, marketing, sales, upgrading, and servicing of advanced semiconductor equipment systems. The company offers lithography, metrology, and inspection systems. It also provides extreme ultraviolet litho...",
        "gross_margin": "52.98%",
        "health_score": "77.00",
        "market_cap": "$595.37B",
        "name": "ASML Holding N.V.",
        "net_margin": "31.44%",
        "pe_ratio": "49.07",
        "revenue_growth_qoq": "-9.79%",
        "revenue_growth_yoy": "37.68%",
        "revenue_scale": "$33.69B",
        "roic": "24.39%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/asml/",
        "ticker": "ASML",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E2768",
      "source_type": "fundamentals",
      "ticker": "ASML",
      "tier": 2,
      "timestamp": "2026-06-23T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/asml/"
    },
    {
      "claim": "PBF fundamentals snapshot: PE n/a; market cap/assets $5.43B; revenue scale n/a; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "PBF Energy Inc. is a listed company; detailed business profile was not available from the current fundamentals source.",
        "gross_margin": null,
        "health_score": null,
        "market_cap": "$5.43B",
        "name": "PBF Energy Inc.",
        "net_margin": null,
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": null,
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:not-found://fundamentals",
        "ticker": "PBF",
        "timestamp": "2026-07-30T13:41:43.780170+00:00",
        "valuation_score": null
      },
      "source_id": "E2769",
      "source_type": "fundamentals",
      "ticker": "PBF",
      "tier": 2,
      "timestamp": "2026-07-30T13:41:43.780170+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:not-found://fundamentals"
    },
    {
      "claim": "FLS fundamentals snapshot: PE 27.13; market cap/assets $8.97B; revenue scale $4.63B; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Flowserve Corporation designs, manufactures, distributes, and services industrial flow management equipment in the United States, Canada, Mexico, Europe, the Middle East, Africa, and the Asia Pacific. The company operates in two segments, Flowserve Pumps Division (FPD) and Flow...",
        "gross_margin": null,
        "health_score": null,
        "market_cap": "$8.97B",
        "name": "Flowserve Corporation",
        "net_margin": null,
        "pe_ratio": "27.13",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$4.63B",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/fls/",
        "ticker": "FLS",
        "timestamp": "2026-07-30T13:41:43.841101+00:00",
        "valuation_score": null
      },
      "source_id": "E2770",
      "source_type": "fundamentals",
      "ticker": "FLS",
      "tier": 2,
      "timestamp": "2026-07-30T13:41:43.841101+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/fls/"
    },
    {
      "claim": "HLI fundamentals snapshot: PE 21.94; market cap/assets $10.48B; revenue scale $2.62B; revenue QoQ -11.4%; revenue YoY -4.62%; gross margin 35.69%; net margin 15.47%; ROIC 5.94%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Houlihan Lokey, Inc., an investment banking company, provides merger and acquisition (M&A), capital market, financial restructurings and liability management, and financial and valuation advisory services worldwide. The company operates in three segments: Corporate Finance (CF),...",
        "gross_margin": "35.69%",
        "health_score": null,
        "market_cap": "$10.48B",
        "name": "Houlihan Lokey, Inc.",
        "net_margin": "15.47%",
        "pe_ratio": "21.94",
        "revenue_growth_qoq": "-11.4%",
        "revenue_growth_yoy": "-4.62%",
        "revenue_scale": "$2.62B",
        "roic": "5.94%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/hli/",
        "ticker": "HLI",
        "timestamp": "2026-07-30T13:41:44.028024+00:00",
        "valuation_score": null
      },
      "source_id": "E2771",
      "source_type": "fundamentals",
      "ticker": "HLI",
      "tier": 2,
      "timestamp": "2026-07-30T13:41:44.028024+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/hli/"
    },
    {
      "claim": "LHX fundamentals snapshot: PE 43.58; market cap/assets $55.52B; revenue scale $22.48B; revenue QoQ 1.70%; revenue YoY -20.22%; gross margin n/a; net margin n/a; ROIC 3.84%; engine score health 55.00 / valuation 50.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "L3Harris Technologies, Inc. provides mission-critical solutions for government and commercial customers worldwide. It operates through three segments: Space & Mission Systems (SMS), Communications & Spectrum Dominance (CSD), and Missile Solutions (MSL). The SMS segment integrate...",
        "gross_margin": null,
        "health_score": "55.00",
        "market_cap": "$55.52B",
        "name": "L3Harris Technologies, Inc.",
        "net_margin": null,
        "pe_ratio": "43.58",
        "revenue_growth_qoq": "1.70%",
        "revenue_growth_yoy": "-20.22%",
        "revenue_scale": "$22.48B",
        "roic": "3.84%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260729-223012-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lhx/",
        "ticker": "LHX",
        "timestamp": "2026-07-29T00:00:00+00:00",
        "valuation_score": "50.00"
      },
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